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Dive into the heart of Big Data Infrastructure, exploring storage systems, distributed file frameworks, and processing paradigms. This course provides a comprehensive understanding of key components like HDFS, Apache Spark, and Cassandra, offering insights into their architecture, use cases, and real-world applications.
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<p>This course is a deep dive into the complex landscape of Big Data Infrastructure. From unravelling the architecture of Apache Spark to dissecting the benefits of distributed file systems, participants gain expertise in assessing, comparing, and implementing various Big Data storage and processing systems. Scalability, fault-tolerance, and industry-specific case studies add practical depth to theoretical knowledge.<br /><br /></p>
<p>After the successful completion of this course, you will be able to:<br /><br /></p>
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<li>Understand the Components of Big Data Infrastructure, Including Storage Systems, Distributed File Systems, and Processing Frameworks.</li>
<li>Identify the Characteristics and Benefits of Distributed File Systems Such as Hadoop Distributed File System (H.D.F.S).</li>
<li>Describe the Architecture and Capabilities of Apache Spark and its Role in Big Data Processing.</li>
<li>Recognise the Use Cases and Benefits of Apache Cassandra as a Distributed N..O.S.Q.L Database.</li>
<li>Compare and Contrast Different Big Data Storage and Processing Systems Such as Hadoop, Spark, and Cassandra.</li>
<li>Understand the Scalability and Fault-tolerance Mechanisms Used in Big Data Infrastructure, Such as Sharding and Replication.</li>
<li>Appreciate the Challenges Associated with Deploying and Managing Big Data Infrastructure, Such as Hardware and Software Configuration and Security Considerations.</li>
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<div> <div id="headingTwo"> <h2>  </h2> </div> <div id="collapseTwo"> <div> <div> <div> <div> <div> <div id="msbmAccordion"> <div> <div> <div> <div> <div id="headingOne1"> <h2>  </h2> </div> <div id="collapse2897"> <div> <p>Explore the intricacies of Big Data Infrastructure, from understanding storage systems to unraveling the nuances of distributed file frameworks and processing engines. Gain a comprehensive view of scalability, fault-tolerance mechanisms, and industry-specific challenges through engaging case studies. Equip yourself to navigate the dynamic landscape of Big Data with confidence and expertise.</p> <ul> <li> <div> <div> <i></i> </div> <div> <h5>VIDEO - Course Structure and Assessment Guidelines</h5> <p>Watch this video to gain further insight.</p> </div> </div> </li> <li> <div> <div> <i></i> </div> <div> <h5>Navigating the MSBM Study Portal</h5> <p>Watch this video to gain further insight.</p> </div> </div> </li> <li> <div> <div> <i></i> </div> <div> <h5>Interacting with Lectures/Learning Components</h5> <p>Watch this video to gain further insight.</p> </div> </div> </li> <li> <div> <div> <i></i> </div> <div> <h5>Big Data Infrastructure</h5> <p>Self-paced pre-recorded learning content on this topic.</p> </div> </div> </li> <li> <div> <div> <i></i> </div> <div> <h5>Big Data Infrastructure</h5> <p>Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. </p> </div> </div> </li> </ul> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div>
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All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details.
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There are no strict entry requirements for this course. Work experience will be an added advantage to understanding the content of the course.<br />
<p>The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone who is eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience.</p>
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<li>Big Data Infrastructure Engineer</li>
<li>Hadoop Administrator</li>
<li>Spark Developer</li>
<li>Cassandra Database Administrator</li>
<li>Big Data Solutions Architect</li>
<li>Data Infrastructure Manager</li>
<li>NoSQL Database Analyst</li>
<li>Big Data Consultant</li>
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<h5>Average Completion Time</h5>
<p>2 Weeks</p>
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<h5>Accreditation</h5>
<p>3 CPD Hours</p>
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<h5>Level</h5>
<p>Advanced</p>
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<h5>Start Time</h5>
<p>Anytime</p>
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<h5>100% Online</h5>
<p>Study online with ease.</p>
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<h5>Unlimited Access</h5>
<p>24/7 unlimited access with pre-recorded lectures.</p>
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<h5>Low Fees</h5>
<p>Our fees are low and easy to pay online.</p>
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Metropolitan School of Business & Management UK

Certificate in Information Security Management Principles (CISMP)

Big Data Analytics

Diploma in Management Studies (DMS)

Trainers Course

Big Data

ICDL (International Certification of Digital Literacy)

Professional Certificate Course in Big Data Infrastructure in London 2024

General Admission

Packt

PostgreSQL

Database Programming

Python

Build 9 projects to master 2 essential and modern technologies: Python and PostgreSQL

The Complete Python and PostgreSQL Developer Course

<p>ð Supercharge Your Digital Infrastructure with 'Digital Infrastructure Ignition'! ð</p><p> </p><p>Unlock the secrets to a robust and scalable digital framework with our cutting-edge online course - 'Digital Infrastructure Ignition'!</p><p>In today's hyper-connected world, a sturdy digital infrastructure is the backbone of success for businesses and organizations. Whether you're a seasoned professional or an aspiring entrepreneur, this course is your gateway to mastering the core principles and strategies essential for building, managing, and optimizing a top-tier digital foundation.</p><p> </p><p>What You'll Gain:</p><ol><li><strong>Comprehensive Understanding:</strong> Dive deep into the fundamentals of digital infrastructure, from network architecture to cloud computing and beyond.</li><li><strong>Scalability Mastery:</strong> Learn how to design systems that grow effortlessly alongside your business, ensuring seamless scalability.</li><li><strong>Security Expertise:</strong> Safeguard your digital assets with industry-leading security protocols and best practices.</li><li><strong>Optimization Techniques:</strong> Streamline operations and boost performance through optimization strategies tailored to your infrastructure.</li><li><strong>Real-World Applications:</strong> Gain insights from real case studies and practical examples that illustrate concepts in action.</li><li><strong>Expert Guidance:</strong> Learn from industry experts who share invaluable insights and strategies garnered from their experiences.</li><li><strong>Lifetime Access:</strong> Enjoy unlimited access to course materials, updates, and a supportive community of like-minded professionals.</li></ol><p> </p><p>Whether you're aiming to enhance your existing infrastructure or create a new one from scratch, 'Digital Infrastructure Ignition' equips you with the knowledge and tools necessary to thrive in the digital landscape.</p><p>Join us now and revolutionize your approach to digital infrastructure! Don't miss this opportunity to elevate your skills and stay ahead in today's rapidly evolving tech-driven world.</p><p>Enroll in 'Digital Infrastructure Ignition' today and pave the way for a digitally resilient and future-proof business!</p><div><div><div><h3>
Course Curriculum</h3><div><div><h4>
Basic</h4></div><div><h4>
Advanced</h4></div></div></div></div></div>

Compete High

Digital Infrastructure Ignition

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><b data-stringify-type="bold" style="color: rgb(209, 210, 211); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(209, 210, 211);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Welcome to Data Documentation and Record Keeping Essentials. In this course, you&#39;ll learn:<br fr-original-style="" style="box-sizing: border-box;"></span></b></p><ol style="color: rgb(209, 213, 219); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(209, 213, 219);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Introduction to Data Documentation and Record Keeping:</strong></p><ul style="color: initial; box-sizing: border-box;" fr-original-style="color: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Understanding the significance of data documentation in various industries.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Exploring the role of record-keeping in maintaining accurate and reliable information.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Introduction to key concepts, terminologies, and industry standards related to data management.</li></ul></li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Data Collection and Organisation:</strong></p><ul style="color: initial; box-sizing: border-box;" fr-original-style="color: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Techniques for systematic and efficient data collection.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Strategies for organizing data to enhance accessibility and analysis.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Best practices in data formatting, structuring, and categorization.</li></ul></li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Data Storage and Retrieval:</strong></p><ul style="color: initial; box-sizing: border-box;" fr-original-style="color: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Exploring different data storage options, including cloud-based and on-premise solutions.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Understanding the principles of data retrieval and how to optimize search functionalities.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Addressing challenges related to data storage scalability and performance.</li></ul></li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Data Documentation Strategies:</strong></p><ul style="color: initial; box-sizing: border-box;" fr-original-style="color: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Developing effective data documentation plans and templates.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Implementing metadata standards for enhanced data understanding.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Hands-on exercises in creating comprehensive documentation for diverse datasets.</li></ul></li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Record-Keeping and Compliance:</strong></p><ul style="color: initial; box-sizing: border-box;" fr-original-style="color: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Overview of regulatory requirements and compliance standards in data management.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Establishing protocols for maintaining records in alignment with industry regulations.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Case studies on successful compliance and the consequences of inadequate record-keeping.</li></ul></li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">Data Security and Access Control:</strong></p><ul style="color: initial; box-sizing: border-box;" fr-original-style="color: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Understanding the importance of data security in preventing unauthorized access and breaches.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Implementing access control measures to safeguard sensitive information.</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Addressing common challenges and emerging trends in data security.</li></ul></li></ol>

John Academy

Master the art of effective data management with our 'Data Documentation and Record Keeping Essentials' course. Explore key topics including data collection, storage, and security, while developing strategies for comprehensive documentation. Gain the skills needed for compliance, access control, and successful record-keeping. Elevate your professional profile with essential data skills and contribute to organizational success. Enroll now for a transformative learning experience in the world of data management.

Data Documentation and Record Keeping Essentials

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><b data-stringify-type="bold" style="color: rgb(209, 210, 211); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(209, 210, 211);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Welcome to Aquaponics System Design &amp; Hydroponic Plants. In this course, you&#39;ll learn:</span></b></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><b data-stringify-type="bold" style="color: rgb(209, 210, 211); box-sizing: border-box;" fr-original-style=" color: rgb(209, 210, 211);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><br fr-original-style="" style="box-sizing: border-box;"></span></b></p><p style="color: rgb(249, 249, 249); font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(249, 249, 249);"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">1. Introduction to Aquaponics:</span></strong></p><ul style="color: rgb(249, 249, 249); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Overview of aquaponics as a sustainable farming method</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Historical development and evolution of aquaponic systems</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Key components and principles of aquaponics</li></ul><p style="color: rgb(249, 249, 249); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">2. The Science Behind Aquaponics:</strong></span></p><ul style="color: rgb(249, 249, 249); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Understanding the nitrogen cycle in aquaponics</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Biological processes that drive nutrient cycling</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Role of bacteria in maintaining system equilibrium</li></ul><p style="color: rgb(249, 249, 249); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">3. Aquatic Life in Aquaponics:</strong></span></p><ul style="color: rgb(249, 249, 249); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Selection and care of fish species in aquaponic systems</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Establishing a balanced aquatic ecosystem</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Monitoring and maintaining optimal conditions for aquatic life</li></ul><p style="color: rgb(249, 249, 249); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">4. Hydroponic Plant Culture:</strong></span></p><ul style="color: rgb(249, 249, 249); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Fundamentals of hydroponics and its applications</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Choosing appropriate plants for hydroponic cultivation</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Nutrient solutions and their role in plant growth</li></ul><p style="color: rgb(249, 249, 249); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">5. Designing Your Aquaponic System:</strong></span></p><ul style="color: rgb(249, 249, 249); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">System components and their functions</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Design considerations for different scales of aquaponic setups</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Practical tips for maximizing space and efficiency</li></ul><p style="color: rgb(249, 249, 249); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">6. Achieving Symbiotic Balance:</strong></span></p><ul style="color: rgb(249, 249, 249); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Understanding the interdependence between fish and plants</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Strategies for promoting a harmonious relationship</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Troubleshooting common issues in maintaining symbiotic balance</li></ul><p style="color: rgb(249, 249, 249); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">7. Managing Water Quality:</strong></span></p><ul style="color: rgb(249, 249, 249); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Monitoring and optimizing water parameters</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Techniques for water filtration and purification</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Balancing nutrient levels for optimal plant growth</li></ul><p style="color: rgb(249, 249, 249); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><strong style="color: var(--tw-prose-bold); font-weight: 700; box-sizing: border-box;" fr-original-style=" color: var(--tw-prose-bold);">8. Applications and Beyond:</strong></span></p><ul style="color: rgb(249, 249, 249); box-sizing: border-box;" fr-original-style=" color: rgb(249, 249, 249);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Real-world applications of aquaponics in agriculture</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Innovations and emerging trends in aquaponic and hydroponic technology</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Exploring alternative uses and scalability of these systems</li></ul>

Discover the synergy of aquaponics and hydroponics in our comprehensive course, 'Aquaponics System Design & Hydroponic Plants.' Uncover the science behind sustainable farming, explore aquatic life dynamics, master hydroponic plant culture, and design efficient systems. Learn to achieve symbiotic balance, manage water quality, and explore diverse applications. Whether you're a novice or professional, this course equips you with the knowledge to revolutionize your approach to plant cultivation. Join us and cultivate a future where aquaponics and hydroponics harmonize for sustainable and efficient agriculture.

Aquaponics System Design & Hydroponic Plants

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><b data-stringify-type="bold" style="color: rgb(209, 210, 211); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(209, 210, 211);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Welcome to Entrepreneurship and Business Start-Up Essentials. In this course, you&#39;ll learn:</span></b></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><b data-stringify-type="bold" style="color: rgb(209, 210, 211); box-sizing: border-box;" fr-original-style=" color: rgb(209, 210, 211);"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><br fr-original-style="" style="box-sizing: border-box;"></span></b></p><ol style="color: rgb(236, 236, 236); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(236, 236, 236);"><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Introduction to Entrepreneurship:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Overview of entrepreneurial mindset and characteristics</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Historical and contemporary perspectives on entrepreneurship</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Idea Generation and Opportunity Recognition:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Techniques for generating and evaluating business ideas</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Identifying market gaps and opportunities for innovation</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Business Planning and Strategy Development:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Crafting a business plan to outline goals, strategies, and execution</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Strategic decision-making processes for long-term success</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Market Analysis and Customer Insights:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Conducting market research to understand target audience and competitors</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Utilizing customer feedback to iterate and improve products/services</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Financial Planning and Management:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Budgeting, forecasting, and financial modeling</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Managing cash flow, revenue streams, and expenses</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Legalities and Business Structure:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Legal requirements for business registration, contracts, and compliance</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Choosing the appropriate business structure (e.g., sole proprietorship, LLC, corporation)</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Sales, Marketing, and Branding:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Developing effective sales strategies and techniques</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Creating a compelling brand identity and marketing plan</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Operational Management and Logistics:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Streamlining operations for efficiency and scalability</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Logistics management, supply chain optimization, and inventory control</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Team Building and Leadership:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Recruiting, managing, and motivating a diverse team</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Effective leadership strategies for fostering innovation and collaboration</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Challenges, Risks, and Crisis Management:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Identifying common challenges and risks faced by entrepreneurs</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Developing contingency plans and resilience strategies</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Digital Tools and Resources for Entrepreneurs:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Introduction to digital platforms, tools, and resources for business management</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Leveraging technology for marketing, sales, and operations</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Sustainability and Social Entrepreneurship:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Integrating sustainable practices into business operations</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Exploring opportunities for social impact and responsible entrepreneurship</li></ul></li><li style="color: rgb(0, 0, 0); font-weight: bold; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-weight: bold;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Networking, Mentoring, and Growth:</strong></p><ul style="color: initial; font-weight: initial; box-sizing: border-box;" fr-original-style="color: initial; font-weight: initial;"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Building a professional network and fostering strategic partnerships</li><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Seeking mentorship and continuous learning opportunities for personal and business growth</li></ul></li></ol>

Business Strategy

Entrepreneurship

Discover the essential skills and strategies for launching and managing a successful business venture with our comprehensive Entrepreneurship and Business Start-Up Essentials course. From idea generation to sustainability, master market analysis, financial planning, legalities, sales, marketing, team building, and more. Get ready to embark on your entrepreneurial journey with confidence!

Entrepreneurship and Business Start-Up Essentials

<p><strong>Unlock Your Online Business Potential!</strong></p><p>Are you ready to turn your entrepreneurial dreams into reality? Introducing our groundbreaking course: <strong>'How to Start Business Online'</strong>. ð</p><p>In today's digital age, the internet offers unparalleled opportunities for aspiring entrepreneurs to create and grow successful businesses. Whether you're a seasoned professional looking to expand your reach or a budding entrepreneur seeking guidance, this course is your ultimate roadmap to building a thriving online business from scratch. ð¼ð»</p><p> </p><p><strong>Why Choose 'How to Start Business Online'?</strong></p><p>Our comprehensive course is designed to equip you with the essential knowledge, strategies, and tools needed to launch and scale your online venture with confidence. Here are just a few reasons why this course stands out:</p><ol><li><strong>Expert Guidance:</strong> Learn from industry experts and seasoned entrepreneurs who have navigated the complexities of online business and achieved remarkable success.</li><li><strong>Practical Insights:</strong> Gain invaluable insights into the latest trends, best practices, and proven strategies for establishing a strong online presence and attracting your target audience.</li><li><strong>Actionable Resources:</strong> Access a treasure trove of actionable resources, including templates, case studies, and step-by-step guides, designed to streamline your journey from idea to execution.</li><li><strong>Community Support:</strong> Join a vibrant community of like-minded individuals who are committed to supporting and empowering each other on their entrepreneurial journey.</li><li><strong>Flexibility and Convenience:</strong> Enjoy the flexibility of learning at your own pace, from anywhere in the world, with 24/7 access to course materials and resources.</li></ol><p> </p><p><strong>Who is this for?</strong></p><p>Our course is tailored for anyone with a passion for entrepreneurship and a desire to harness the power of the internet to build a successful business. Whether you're a seasoned professional looking to transition into the online space or a complete novice eager to explore new opportunities, this course is for you. No prior experience or technical expertise is required - just a willingness to learn and a drive to succeed.</p><p> </p><p><strong>Career Path</strong></p><p>Upon completing our course, you'll be equipped with the knowledge, skills, and confidence to pursue a variety of exciting career paths, including:</p><ol><li><strong>Entrepreneurship:</strong> Launch your own online business and be your own boss, carving out a niche in the digital marketplace and reaping the rewards of your hard work and dedication.</li><li><strong>Digital Marketing:</strong> Explore opportunities in digital marketing, leveraging your newfound expertise to help businesses increase their online visibility, attract customers, and drive revenue.</li><li><strong>E-commerce Management:</strong> Dive into the world of e-commerce management, overseeing online storefronts, optimizing user experience, and maximizing sales opportunities in the competitive online landscape.</li><li><strong>Freelancing and Consulting:</strong> Offer your skills and expertise as a freelance consultant, helping businesses navigate the complexities of online business and achieve their goals.</li></ol><p> </p><p><strong>FAQs</strong></p><p><strong>Q: Is this course suitable for beginners?</strong> A: Absolutely! Our course is designed to cater to individuals of all skill levels, including beginners with little to no prior experience in online business.</p><p><strong>Q: How long does it take to complete the course?</strong> A: The duration of the course varies depending on your individual pace and schedule. However, most participants find that they can complete the course within a few weeks to a few months.</p><p><strong>Q: Will I receive a certificate upon completion?</strong> A: Yes, upon successfully completing the course requirements, you will receive a certificate of completion to showcase your newfound skills and knowledge.</p><p><strong>Q: Is there ongoing support available after completing the course?</strong> A: Yes, we offer ongoing support and access to our community platform where you can connect with fellow students and instructors, ask questions, and continue your learning journey.</p><p><strong>Q: Can I access the course materials on mobile devices?</strong> A: Yes, our course platform is fully optimized for mobile devices, allowing you to access course materials and resources anytime, anywhere.</p><p> </p><p>Don't let another day pass you by - seize the opportunity to transform your entrepreneurial dreams into reality with our 'How to Start Business Online' course. Enroll now and embark on the journey to online success! ðð</p><div><div><div><h3>
Course Curriculum</h3><div><div><h4>
Module 1 Starting a Business Online.</h4><div><div><ul><li><div>
<span></span><h5>
Starting a Business Online.</h5></div><div>
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00:00													</span>
<span></span></div></li></ul></div></div></div><div><h4>
Module 2 Creating a Business Plan and Technical Considerations.</h4><div><div><ul><li><div>
<span></span><h5>
Creating a Business Plan and Technical Considerations.</h5></div><div>
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00:00													</span>
<span></span></div></li></ul></div></div></div><div><h4>
Module 3 Online Marketing and Customer Retention Strategies.</h4><div><div><ul><li><div>
<span></span><h5>
Online Marketing and Customer Retention Strategies.</h5></div><div>
<span>
00:00													</span>
<span></span></div></li></ul></div></div></div><div><h4>
Module 4 Scalability, Growth, and Data-Driven Decision Making.</h4><div><div><ul><li><div>
<span></span><h5>
Scalability, Growth, and Data-Driven Decision Making.</h5></div><div>
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<span></span></div></li></ul></div></div></div><div><h4>
Module 5 Building a Strong Brand and Adapting to Digital Trends.</h4><div><div><ul><li><div>
<span></span><h5>
Building a Strong Brand and Adapting to Digital Trends.</h5></div><div>
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00:00													</span>
<span></span></div></li></ul></div></div></div></div></div></div></div>

How to Start Business Online

<div><div><div><div><div><div><div><div><div><div><div><div><p>ð Unlock the Future of Business: Master Cloud-Based Operations! ð</p><p> </p><p>Are you ready to revolutionize your business operations and propel your success into the digital era? Introducing our groundbreaking online course: <strong>Cloud-Based Business Operations Mastery</strong>!</p><p> </p><p>ð <strong>Why Cloud-Based Operations?</strong> In today's fast-paced business landscape, agility is key. The cloud offers unparalleled flexibility, scalability, and efficiency. Whether you're a startup, a small business, or a seasoned enterprise, embracing cloud-based operations is the game-changer you've been waiting for.</p><p> </p><p>ð¥ <strong>Benefits of Enrolling:</strong></p><p> </p><ol><li><strong>Boost Efficiency:</strong> Streamline your processes with cloud-based solutions.</li><li><strong>Cost Savings:</strong> Say goodbye to hefty infrastructure costs.</li><li><strong>Global Accessibility:</strong> Access your data and applications from anywhere in the world.</li><li><strong>Scalability:</strong> Grow your business without limitations.</li><li><strong>Enhanced Security:</strong> Fortify your digital assets against evolving cyber threats.</li></ol><p> </p><p>ð¼ <strong>Who Should Enroll?</strong></p><ul><li>Entrepreneurs and business owners</li><li>IT professionals and managers</li><li>Operations and logistics professionals</li><li>Anyone ready to future-proof their business</li></ul><p> </p><p>ð <strong>What's Included?</strong></p><ul><li>Engaging video lessons</li><li>Interactive quizzes and assessments</li><li>Real-world case studies</li><li>Live Q&amp;A sessions</li><li>Exclusive access to a thriving community of like-minded professionals</li></ul><p> </p><p>ð <strong>Secure Your Spot Today!</strong> Seize this opportunity to propel your business into the future. Enroll in <strong>Cloud-Based Business Operations Mastery</strong> now and join the ranks of industry leaders who are transforming their operations for unparalleled success.</p><p> </p><p>ð Don't be left behind - evolve with the cloud and thrive in the digital age! ð</p><p> </p><p>ð Click [Enroll Now] to embark on your journey to Cloud-Based Business Operations Mastery! ð</p></div></div></div><div><div><p> </p><div></div><div></div></div></div></div></div></div></div></div></div></div></div></div><div></div><div><div><div><h3>
Course Curriculum</h3><div><div><h4>
Basic</h4><div><div><ul><li><div>
<span></span><h5>
Overview</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Hardware Needed</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Google Chrome Based Tools</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
File Storage</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
File Management</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
E-Mail Management</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
E-Mail Management - Part 2</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Social Media Messaging</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Creating Audio Content</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Audio Editing</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Video Content Creation</h5></div><div>
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<span></span></div></li><li><div>
<span></span><h5>
Video Content Editing</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Text and PDF Document Creation - Part 1</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Text and PDF Document Creation - Part 2</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Editing HTML Pages</h5></div><div>
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<span></span></div></li><li><div>
<span></span><h5>
Creating And Editing Graphics</h5></div><div>
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<span></span></div></li><li><div>
<span></span><h5>
Personal Project Management</h5></div><div>
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<span></span></div></li><li><div>
<span></span><h5>
Task Management</h5></div><div>
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<span></span></div></li><li><div>
<span></span><h5>
Password Management</h5></div><div>
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<span></span></div></li><li><div>
<span></span><h5>
Conclusion</h5></div><div>
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<span></span></div></li></ul></div></div></div><div><h4>
Advanced</h4><div><div><ul><li><div>
<span></span><h5>
Overview</h5></div><div>
<span>
00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Administration of Priviledges</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Private Video Presentations</h5></div><div>
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<span></span></div></li><li><div>
<span></span><h5>
Semi Public Video Presentations</h5></div><div>
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<span></span></div></li><li><div>
<span></span><h5>
Real Time Written Collaboration</h5></div><div>
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<span></span></div></li><li><div>
<span></span><h5>
Real Time Public Presentations</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Asynchronous Collaboration</h5></div><div>
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00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Audio Content Collaboration</h5></div><div>
<span>
00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Written Content-Report Collaboration - Part 1</h5></div><div>
<span>
00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Written Content-Report Collaboration - Part 2</h5></div><div>
<span>
00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
WordPress Collaboration</h5></div><div>
<span>
00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Cpanel Management in the Cloud</h5></div><div>
<span>
00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Cpanel Collaboration</h5></div><div>
<span>
00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
JVZoo Collaboration</h5></div><div>
<span>
00:00													</span>
<span></span></div></li><li><div>
<span></span><h5>
Warrior Plus Collaboration</h5></div><div>
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<span></span><h5>
Amazon S3 Collaboration</h5></div><div>
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Social Media Collaboration</h5></div><div>
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<span></span><h5>
Phone SMS Communications</h5></div><div>
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Collaborative Project Management</h5></div><div>
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Conclusion</h5></div><div>
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Cloud-Based Business Operations Mastery

<div><div id="commonContent"><p>ð <strong>Unlock the Power of Quality Assurance with Our Software Testing Course!</strong> ð</p><p>Are you ready to take your career in the tech industry to new heights? Dive into the world of software testing and equip yourself with the essential skills needed to ensure top-notch quality in every digital product! Our comprehensive Software Testing course is your gateway to mastering the art of detecting bugs, ensuring functionality, and delivering seamless user experiences.</p><p> </p><p><strong>Why Software Testing Matters?</strong></p><p>In today's fast-paced digital landscape, flawless software performance is non-negotiable. Every glitch, bug, or malfunction can cost a company its reputation, customers, and revenue. That's where software testing comes into play. By meticulously examining code, analyzing system functionalities, and running rigorous tests, software testers play a crucial role in identifying and rectifying issues before they escalate.</p><p> </p><p><strong>Benefits of Our Software Testing Course</strong></p><ol><li><strong>Stay Ahead of the Curve:</strong> In an industry that's constantly evolving, staying stagnant is not an option. Our course provides you with the latest techniques, tools, and methodologies in software testing, ensuring you're always ahead of the curve.</li><li><strong>Enhance Product Quality:</strong> Become the guardian of quality by learning how to conduct thorough tests that identify even the most elusive bugs. With your expertise, you'll contribute to the creation of robust, reliable software that delights users.</li><li><strong>Boost Employability:</strong> Employers are constantly on the lookout for skilled software testers who can ensure their products meet the highest standards. 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Your ability to deliver flawless software solutions will position you as a valuable asset in any organization.</li></ol><p> </p><p><strong>Who is This For?</strong></p><p>Our Software Testing course is perfect for:</p><ul><li>Aspiring QA Engineers</li><li>Software Developers looking to expand their skillset</li><li>IT Professionals interested in quality assurance</li><li>Students pursuing a career in technology</li><li>Anyone passionate about ensuring top-notch software quality</li></ul><p>No matter your background or experience level, if you're eager to dive into the world of software testing, this course is for you!</p><p> </p><p><strong>Career Path</strong></p><p>Upon completing our Software Testing course, you'll be well-equipped to pursue a variety of exciting career paths, including:</p><ol><li><strong>Quality Assurance Engineer:</strong> As a QA engineer, you'll be responsible for ensuring that software products meet the highest quality standards. You'll design and execute tests, identify defects, and collaborate with developers to resolve issues.</li><li><strong>Test Automation Engineer:</strong> Automation is becoming increasingly essential in software testing. As a test automation engineer, you'll leverage tools and scripts to automate repetitive testing tasks, improving efficiency and accuracy.</li><li><strong>Software Development Engineer in Test (SDET):</strong> SDETs combine development and testing skills to create robust testing frameworks and tools. They play a crucial role in ensuring the reliability and scalability of software systems.</li><li><strong>Quality Assurance Manager:</strong> With experience and expertise, you could advance to a managerial role overseeing QA teams and processes. Quality assurance managers are responsible for setting testing standards, optimizing workflows, and ensuring the overall quality of deliverables.</li></ol><p> </p><p><strong>Don't Miss Out on This Opportunity!</strong></p><p>Are you ready to embark on an exciting journey into the world of software testing? Enroll in our Software Testing course today and unlock the door to a rewarding career in quality assurance. Join thousands of satisfied students who have transformed their careers with our comprehensive training program. Don't wait - secure your future in tech today!</p></div></div><p> </p><p><strong>FAQ (Frequently Asked Questions) - Software Testing</strong></p><p><strong>Q1: What is software testing, and why is it important?</strong></p><p>Software testing is the process of evaluating a software application or system to ensure that it meets specified requirements and works as expected. It involves executing a program or system with the intent of finding errors or bugs and verifying that the software meets its quality and performance objectives.</p><p>Testing is crucial for several reasons:</p><ul><li>It helps identify and fix defects or bugs early in the development process, reducing the cost of fixing issues later.</li><li>It ensures that the software meets user requirements and expectations, enhancing user satisfaction.</li><li>Testing improves the reliability, usability, and performance of software applications, thereby increasing their overall quality.</li><li>It helps build confidence in the software's correctness and functionality, leading to better adoption and success in the market.</li></ul><p><strong>Q2: What are the different types of software testing?</strong></p><p>There are various types of software testing, each serving different purposes and objectives:</p><ul><li><strong>Unit Testing</strong>: Tests individual components or modules to ensure they function correctly in isolation.</li><li><strong>Integration Testing</strong>: Verifies that multiple components work together as expected when integrated.</li><li><strong>System Testing</strong>: Evaluates the entire system's functionality and performance in the context of the intended environment.</li><li><strong>Acceptance Testing</strong>: Validates that the software meets user requirements and is ready for deployment.</li><li><strong>Regression Testing</strong>: Ensures that changes or updates to the software do not adversely affect existing functionality.</li><li><strong>Performance Testing</strong>: Evaluates the software's responsiveness, scalability, and stability under different workload conditions.</li><li><strong>Security Testing</strong>: Identifies vulnerabilities and weaknesses in the software to prevent unauthorized access or data breaches.</li></ul><p><strong>Q3: When should testing be performed in the software development lifecycle?</strong></p><p>Testing should be integrated into the software development lifecycle from the early stages and conducted iteratively throughout the process. Ideally, testing starts as soon as individual components or modules are developed and continues through integration, system development, and acceptance testing phases. Iterative testing allows for early detection and resolution of issues, reducing the risk of defects accumulating and impacting the final product.</p><p><strong>Q4: What are some common challenges in software testing?</strong></p><ul><li><strong>Incomplete or unclear requirements</strong>: Lack of clear specifications can make it challenging to determine what to test.</li><li><strong>Time and resource constraints</strong>: Limited time and resources may restrict the extent of testing that can be performed.</li><li><strong>Changing requirements</strong>: Frequent changes in requirements can lead to scope creep and require retesting.</li><li><strong>Complexity of software</strong>: Testing complex systems with intricate dependencies can be challenging and time-consuming.</li><li><strong>Test environment setup</strong>: Creating and maintaining test environments that mimic production can be complex and costly.</li><li><strong>Effective communication</strong>: Ensuring clear communication among stakeholders, developers, and testers is essential for successful testing.</li></ul><div><div><div><h3>
Course Curriculum</h3><div><div><h4>
Module 1 Introduction to Software Engineering</h4><div><div><ul><li><div>
<span></span><h5>
Introduction to Software Engineering</h5></div><div>
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<span></span></div></li></ul></div></div></div><div><h4>
Module 2 Software Design Principles and Testing</h4><div><div><ul><li><div>
<span></span><h5>
Software Design Principles and Testing</h5></div><div>
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<span></span></div></li></ul></div></div></div><div><h4>
Module 3 Software Maintenance and Evolution</h4><div><div><ul><li><div>
<span></span><h5>
Software Maintenance and Evolution</h5></div><div>
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<span></span></div></li></ul></div></div></div><div><h4>
Module 4 Software Project Management</h4><div><div><ul><li><div>
<span></span><h5>
Software Project Management</h5></div><div>
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<span></span></div></li></ul></div></div></div><div><h4>
Module 5 Software Configuration Management</h4><div><div><ul><li><div>
<span></span><h5>
Software Configuration Management</h5></div><div>
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<span></span></div></li></ul></div></div></div><div><h4>
Module 6 Software Project Metrics and Measurement</h4><div><div><ul><li><div>
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Software Project Metrics and Measurement</h5></div><div>
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Software Testing

<p>ð Elevate Your Ecommerce Game with the Ultimate Course: Building a Website Ecommerce Empire ð</p><p>Are you eager to transform your online presence into a thriving ecommerce powerhouse? Discover the keys to success with our comprehensive online course: 'Website Ecommerce with WordPress, Kinsta, WooCommerce, and More.'</p><p> </p><p>ð What You'll Learn: ð¹ Mastering WordPress: Harness the power of WordPress to create a professional, user-friendly website that captivates your audience. ð¹ Kinsta Mastery: Unlock the secrets of Kinsta's premium hosting platform to ensure lightning-fast website performance and reliability. ð¹ WooCommerce Wizardry: Dive deep into WooCommerce and unleash its potential to create a seamless, secure, and scalable online store. ð¹ Essential Ecommerce Strategies: Learn tried-and-true techniques to optimize your site for maximum conversions and sales. ð¹ Advanced Customization: Customize your website with finesse, incorporating stunning designs and functionalities tailored to your brand.</p><p> </p><p>ð Why Choose Our Course? â Expert Guidance: Led by seasoned industry professionals with years of hands-on experience in website development and ecommerce. â Practical Insights: Gain actionable tips, step-by-step tutorials, and real-world examples that empower you to apply your knowledge effectively. â Updated Content: Stay ahead of the curve with cutting-edge strategies and the latest trends in ecommerce and website development. â Supportive Community: Join a network of like-minded individuals, exchange ideas, and receive ongoing support throughout your learning journey.</p><p> </p><p>ð Who Should Enroll? ð Entrepreneurs eager to launch their online store. ð Website owners seeking to enhance their ecommerce capabilities. ð©âð» Professionals aiming to expand their skills in website development and online selling.</p><p>ð BONUS: Exclusive access to resources, tools, and bonus modules to further amplify your ecommerce success!</p><p>Ready to embark on your journey towards building a lucrative online empire? Enroll in our course today and revolutionize your ecommerce game! ðï¸ð»â¨</p><div><div><div><h3>
Course Curriculum</h3></div></div></div>

Course Website Ecommerce with WordPress, Kinsta, Woocommerce, and more

<div id="course-pills-1">Duration<p>4 Days</p><p>24 CPD hours</p>This course is intended for<p></p><p>Successful students have experience and knowledge in IT operations, including networking, virtualization, identity, security, business continuity, disaster recovery, data platforms, and governance. Students also have experience designing and architecting solutions.</p> <p>Before attending this course, students must have previous experience deploying or administering Azure resources and strong conceptual knowledge of:</p> <ul> <li><p>Azure compute technologies such as VMs, containers and serverless solutions</p> </li> <li><p>Azure virtual networking to include load balancers</p> </li> <li><p>Azure Storage technologies (unstructured and databases)</p> </li> <li><p>General application design concepts such as messaging and high availability</p> </li> </ul><p></p><p></p><p>This course teaches Azure Solution Architects how to design infrastructure solutions. Course topics cover governance, compute, application architecture, storage, data integration, authentication, networks, business continuity, and migrations. The course combines lecture with case studies to demonstrate basic architect design principles.</p><p></p>Prerequisites<p>Before attending this course, students must have previous experience deploying or administering Azure resources and conceptual knowledge of:  </p><li>Azure Active Directory</li>  <li>Azure compute technologies such as VMs, containers and serverless solutions</li>  <li>Azure virtual networking to include load balancers</li>  <li>Azure Storage technologies (unstructured and databases)</li>  <li>General application design concepts such as messaging and high availability</li>  <li>AZ-104T00 - Microsoft Azure Administrator<p></p></li></div><div id="course-pills-2"><h3>1 - Design governance</h3> <ul> <li>Design for governance</li> <li>Design for management groups</li> <li>Design for subscriptions</li> <li>Design for resource groups</li> <li>Design for resource tags</li> <li>Design for Azure Policy</li> <li>Design for role-based access control (RBAC)</li> <li>Design for Azure landing zones</li> </ul> <h3>2 - Design an Azure compute solution</h3> <ul> <li>Choose an Azure compute service</li> <li>Design for Azure Virtual Machines solutions</li> <li>Design for Azure Batch solutions</li> <li>Design for Azure App Service solutions</li> <li>Design for Azure Container Instances solutions</li> <li>Design for Azure Kubernetes Service solutions</li> <li>Design for Azure Functions solutions</li> <li>Design for Azure Logic Apps solutions</li> </ul> <h3>3 - Design a data storage solution for non-relational data</h3> <ul> <li>Design for data storage</li> <li>Design for Azure storage accounts</li> <li>Design for data redundancy</li> <li>Design for Azure Blob Storage</li> <li>Design for Azure Files</li> <li>Design for Azure managed disks</li> <li>Design for storage security</li> </ul> <h3>4 - Design a data storage solution for relational data</h3> <ul> <li>Design for Azure SQL Database</li> <li>Design for Azure SQL Managed Instance</li> <li>Design for SQL Server on Azure Virtual Machines</li> <li>Recommend a solution for database scalability</li> <li>Recommend a solution for database availability</li> <li>Design security for data at rest, data in motion, and data in use</li> <li>Design for Azure SQL Edge</li> <li>Design for Azure Cosmos DB and Table Storage</li> </ul> <h3>5 - Design data integration</h3> <ul> <li>Design a data integration solution with Azure Data Factory</li> <li>Design a data integration solution with Azure Data Lake</li> <li>Design a data integration and analytic solution with Azure Databricks</li> <li>Design a data integration and analytic solution with Azure Synapse Analytics</li> <li>Design strategies for hot, warm, and cold data paths</li> <li>Design an Azure Stream Analytics solution for data analysis</li> </ul> <h3>6 - Design an application architecture</h3> <ul> <li>Describe message and event scenarios</li> <li>Design a messaging solution</li> <li>Design an Azure Event Hubs messaging solution</li> <li>Design an event-driven solution</li> <li>Design a caching solution</li> <li>Design API integration</li> <li>Design an automated app deployment solution</li> <li>Design an app configuration management solution</li> </ul> <h3>7 - Design authentication and authorization solutions</h3> <ul> <li>Design for identity and access management (IAM)</li> <li>Design for Microsoft Entra ID</li> <li>Design for Microsoft Entra business-to-business (B2B)</li> <li>Design for Azure Active Directory B2C (business-to-customer)</li> <li>Design for conditional access</li> <li>Design for identity protection</li> <li>Design for access reviews</li> <li>Design service principals for applications</li> <li>Design managed identities</li> <li>Design for Azure Key Vault</li> </ul> <h3>8 - Design a solution to log and monitor Azure resources</h3> <ul> <li>Design for Azure Monitor data sources</li> <li>Design for Azure Monitor Logs (Log Analytics) workspaces</li> <li>Design for Azure Workbooks and Azure insights</li> <li>Design for Azure Data Explorer</li> </ul> <h3>9 - Design network solutions</h3> <ul> <li>Recommend a network architecture solution based on workload requirements</li> <li>Design patterns for Azure network connectivity services</li> <li>Design outbound connectivity and routing</li> <li>Design for on-premises connectivity to Azure Virtual Network</li> <li>Choose an application delivery service</li> <li>Design for application delivery services</li> <li>Design for application protection services</li> </ul> <h3>10 - Design a solution for backup and disaster recovery</h3> <ul> <li>Design for backup and recovery</li> <li>Design for Azure Backup</li> <li>Design for Azure blob backup and recovery</li> <li>Design for Azure files backup and recovery</li> <li>Design for Azure virtual machine backup and recovery</li> <li>Design for Azure SQL backup and recovery</li> <li>Design for Azure Site Recovery</li> </ul> <h3>11 - Design migrations</h3> <ul> <li>Evaluate migration with the Cloud Adoption Framework</li> <li>Describe the Azure migration framework</li> <li>Assess your on-premises workloads</li> <li>Select a migration tool</li> <li>Migrate your structured data in databases</li> <li>Select an online storage migration tool for unstructured data</li> <li>Migrate offline data</li> </ul> <h3>12 - Introduction to the Microsoft Azure Well-Architected Framework</h3> <ul> <li>Azure Well-Architected Framework pillars</li> <li>Cost optimization</li> <li>Operational excellence</li> <li>Performance efficiency</li> <li>Reliability</li> <li>Security</li> </ul> <h3>13 - Microsoft Azure Well-Architected Framework - Cost Optimization</h3> <ul> <li>Develop cost-management discipline</li> <li>Design with a cost-efficiency mindset</li> <li>Design for usage optimization</li> <li>Design for rate optimization</li> <li>Monitor and optimize over time</li> </ul> <h3>14 - Microsoft Azure Well-Architected Framework - Operational excellence</h3> <ul> <li>Embrace DevOps culture</li> <li>Establish development standards</li> <li>Evolve operations with observability</li> <li>Deploy with confidence</li> <li>Automate for efficiency</li> <li>Adopt safe deployment practices</li> </ul> <h3>15 - Microsoft Azure Well-Architected Framework - Performance efficiency</h3> <ul> <li>Negotiate realistic performance targets</li> <li>Design to meet capacity requirements</li> <li>Achieve and sustain performance</li> <li>Improve efficiency through optimization</li> </ul> <h3>16 - Microsoft Azure Well-Architected Framework - Reliability</h3> <ul> <li>Design for business requirements</li> <li>Design for resilience</li> <li>Design for recovery</li> <li>Design for operations</li> <li>Keep it simple</li> </ul> <h3>17 - Microsoft Azure Well-Architected Framework - Security</h3> <ul> <li>Plan your security readiness</li> <li>Design to protect confidentiality</li> <li>Design to protect integrity</li> <li>Design to protect availability</li> <li>Sustain and evolve your security posture</li> </ul> <h3>18 - Getting started with the Microsoft Cloud Adoption Framework for Azure</h3> <ul> <li>Customer narrative</li> <li>Common blockers</li> </ul> <h3>19 - Prepare for successful cloud adoption with a well-defined strategy</h3> <ul> <li>Customer narrative</li> <li>Capture strategic motivation</li> <li>Define objectives and key results</li> <li>Evaluate financial considerations</li> <li>Understand technical considerations</li> <li>Create a business case</li> </ul> <h3>20 - Prepare for cloud adoption with a data-driven plan</h3> <ul> <li>Customer narrative</li> </ul> <h3>21 - Choose the best Azure landing zone to support your requirements for cloud operations</h3> <ul> <li>Customer narrative</li> <li>Common operating models</li> <li>Design areas for Azure landing zones</li> <li>Design principles for Azure landing zones</li> <li>Journey to the target architecture</li> <li>Choose an Azure landing zone option</li> <li>Deploy the Azure landing zone accelerator</li> <li>Enhance your landing zone</li> </ul> <h3>22 - Migrate to Azure through repeatable processes and common tools</h3> <ul> <li>Customer narrative</li> <li>Migration process</li> <li>Migration tools</li> <li>Common tech platforms</li> </ul> <h3>23 - Address tangible risks with the Govern methodology of the Cloud Adoption Framework for Azure</h3> <ul> <li>Customer narrative</li> <li>Govern methodology</li> <li>Corporate policies</li> <li>Governance disciplines</li> <li>Deploy a cloud governance foundation</li> <li>The Cost Management discipline</li> </ul> <h3>24 - Ensure stable operations and optimization across all supported workloads deployed to the cloud</h3> <ul> <li>Establish business commitments</li> <li>Deploy an operations baseline</li> <li>Protect and recover</li> <li>Enhance an operations baseline</li> <li>Manage platform and workload specialization</li> </ul> <h3>25 - Innovate applications by using Azure cloud technologies</h3> <ul> <li>Follow the innovation lifecycle</li> <li>Azure technologies for the build process</li> <li>Infuse your applications with AI</li> <li>Azure technologies for measuring business impact</li> <li>Azure technologies for the learn process</li> </ul> <h3>26 - Prepare for cloud security by using the Microsoft Cloud Adoption Framework for Azure</h3> <ul> <li>Customer narrative</li> <li>Methodology</li> <li>Security roles and responsibilities</li> <li>Simplify compliance and security</li> <li>Simplify security implementation</li> <li>Security tools and policies</li> </ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans AZ-305T00: Designing Microsoft Azure Infrastructure Solutions training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the AZ-305T00: Designing Microsoft Azure Infrastructure Solutions course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Nexus Human

Microsoft AZ-900

Microsoft AZ-104

Microsoft Azure

Microsoft AZ-303

Microsoft AZ-700

AWS Certified Solutions Architect

AZ-305T00 Designing Microsoft Azure Infrastructure Solutions

Scala

Scala is doubtless one of the most in-demand skills for data scientists and data engineers. This competitive course will teach you the essential concepts and methodologies of Scala with a lot of practical implementations.

Scala & Spark-Master Big Data with Scala and Spark

<strong>This is an amazing course for anyone who wants to get started with functional programming with libraries such as cats-effect/ZIO and understand IO Monad in depth.

Learn about functional programming and effects from this most structured and well-thought-out course on Scala IOs.</strong>
        <p>Modern applications often need to describe complex workflows involving multiple external systems. These are notoriously difficult to get right as it requires handling errors, various retry strategies, and non-determinism because of concurrent executions. In this course, you will learn how to solve this problem using both imperative and functional programming.

This course is divided into three parts.

The first part covers building a CLI tool imperatively. Here, you will learn how to test code with external dependencies, handle errors, and retry if something goes wrong. One of the goals of the section is to discover how functional programmers came up with the notion of IO. It's the commonest way to action the functional programming world.

In the next part, you will create and implement an IO class from scratch; this will solve two different problems, of which one is searching for a flight aggregator. In the final part, you will extend IO to execute tasks concurrently. Here, you will be looking to add concurrency methods to IO implementation so that you can execute some tasks in the background.

By the end of the course, you will be able to read and write code using popular Scala libraries such as cats-effect, Monix, and ZIO. This skill is in high demand.

All the resource files are added to the GitHub repository at: https://github.com/PacktPublishing/Supercharge-Scala-Future---FP-Tower</p>
        <h2>What You Will Learn</h2><p>Install SBT, Scala, and IntelliJ IDEA<br>Understand the difference between IO (cats-effect, Monix, ZIO) and Future<br>Learn to use lazy evaluation to repeat actions and execute code concurrently<br>Write property-based tests for real-world examples<br>Understand the dangers of blocking code in a concurrent environment<br>Execute a project on flight search aggregator</p>
        <h2>Audience</h2><p>This course is designed for developers interested in concurrency, functional programming, and backend developers. Scala developers more familiar with Akka, Play, and Future will also gain a lot from this course. Individuals who want to gain the skills to join one of the many companies using functional Scala and learn to think functionally will be best suited to this course.<br><br>You will need to have moderate programming experience with Scala. The author will take you through downloading and installing SBT, Scala, and an IDE.</p>
        <h2>Approach</h2><p>This course is designed with a practical and hands-on approach. In this course, you will write lots of Scala code, test it using both example-based and property-based tests, experience issues caused by blocking logic and concurrent execution, and work your way to efficient solutions in small and incremental steps. The author guides you through all the exercises and provides a complete set of solutions.</p>
        <h2>Key Features</h2><p>Learn by demystifying complex concepts using explanations that are free of confusing jargon * Gain the skills to join one of the many companies using functional Scala * Learn to think functionally with the help of all requisite resources and learn from scratch</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Supercharge-Scala-Future---FP-Tower</p>
        <h2>About the Author</h2><h3>Julien Truffaut</h3><p>Fp-Tower by Julien Truffaut offers online Scala courses that help in learning the practical side of functional programming, so you can improve your skills and your career. He is a programmer who specializes in functional programming and the Scala programming language. He has been conducting functional programming seminars and online courses with remarkable success for over seven years. He focuses on demystifying complex subjects through straightforward explanations free of jargon.

He is the author of Monocle, an optics library for functional Scala developers, which allows them to quickly transform and access deeply nested data structures. This is comparable to XPath or jq, except that it applies to all immutable data structures.</p>
        <h2>Course Outline</h2><h4>1. Actions with Imperative Programming</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>This video provides an overview of the course.</p></td></tr><tr><td style='padding: 15px;'><p>2. Console Exercise - Testing</p><p style='margin: 0'>This video demonstrates how to take users' input through the command line.</p></td></tr><tr><td style='padding: 15px;'><p>3. Console Exercises - Error Handling</p><p style='margin: 0'>This video demonstrates how to take users' input through the command line, making it more user-friendly using the error handling feature.</p></td></tr><tr><td style='padding: 15px;'><p>4. Evaluation</p><p style='margin: 0'>This video demonstrates how code is executed in Scala and how to delay an execution to an appropriate time. You will start by reviewing the techniques to define a code expression in Scala.</p></td></tr><tr><td style='padding: 15px;'><p>5. Console Exercises - retry and onError</p><p style='margin: 0'>This video helps you learn the concept of retrying an operation with a single higher order function and reuse to refactor the code of readDataOfBirthRetry and readSubscribeToMailingListRetry.</p></td></tr><tr><td style='padding: 15px;'><p>6. Console Exercises - Code Organization</p><p style='margin: 0'>This video demonstrates and explains code organization.</p></td></tr></tbody></table><br><h4>2. Build Your Own IO</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What Is an IO?</p><p style='margin: 0'>This video provides an overview about IO (Input/Output).</p></td></tr><tr><td style='padding: 15px;'><p>2. IO Composition</p><p style='margin: 0'>This video explains about IO composition.</p></td></tr><tr><td style='padding: 15px;'><p>3. For Comprehension</p><p style='margin: 0'>This video demonstrates the comprehension part.</p></td></tr><tr><td style='padding: 15px;'><p>4. Error Handling with IO</p><p style='margin: 0'>This video talks about error handling with IO.</p></td></tr><tr><td style='padding: 15px;'><p>5. Refactoring</p><p style='margin: 0'>This video explains the concept of refactoring.</p></td></tr></tbody></table><br><h4>3. Project: Search Flight Aggregator</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. First Implementation</p><p style='margin: 0'>This video provides an introduction and the project's implementation from scratch.</p></td></tr><tr><td style='padding: 15px;'><p>2. Traverse and Sequence</p><p style='margin: 0'>This video demonstrates the concepts of traverse and sequence in this project.</p></td></tr><tr><td style='padding: 15px;'><p>3. Concurrent IO</p><p style='margin: 0'>This video explains one of the toughest concepts, which is Concurrent IO.</p></td></tr><tr><td style='padding: 15px;'><p>4. Non-Blocking IO</p><p style='margin: 0'>This video explains about Non-Blocking IO.</p></td></tr></tbody></table><br><h4>4. Conclusion</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Thank You and Conclusion</p><p style='margin: 0'>This video talks about the course conclusion and helps you with the next steps.</p></td></tr></tbody></table>

Java

Programming

This is an amazing course for anyone who wants to get started with functional programming with libraries such as cats-effect/ZIO and understand IO Monad in depth.

Learn about functional programming and effects from this most structured and well-thought-out course on Scala IOs.

Supercharge Scala Future | FP-Tower

<div id="course-pills-1">Duration<p>2 Days</p><p>12 CPD hours</p>This course is intended for<p></p><p>This course can be valuable for anyone who needs to write basic SQL or Transact-SQL queries. This includes anyone working with data as a data analyst, a data engineer, a data scientist, a database administrator or a database developer. It can also be useful for others peripherally involved with data, or wanting to learn more about working with data such as solution architects, students and technology managers.</p><p></p><p></p><p>This course will teach the basics of Microsoft's dialect of the standard SQL language: Transact-SQL. Topics include both querying and modifying data in relational databases that are hosted in Microsoft SQL Server-based database systems, including: Microsoft SQL Server, Azure SQL Database and, Azure Synapse Analytics.</p><p></p></div><div id="course-pills-2"><h3>1 - Introduction to Transact-SQL</h3> <ul> <li>Work with schemas</li> <li>Explore the structure of SQL statements</li> <li>Examine the SELECT statement</li> <li>Work with data types</li> <li>Handle NULLs</li> </ul> <h3>2 - Sort and filter results in T-SQL</h3> <ul> <li>Sort your results</li> <li>Limit the sorted results</li> <li>Page results</li> <li>Remove duplicates</li> <li>Filter data with predicates</li> </ul> <h3>3 - Combine multiple tables with JOINs in T-SQL</h3> <ul> <li>Understand joins concepts and syntax</li> <li>Use inner joins</li> <li>Use outer joins</li> <li>Use cross joins</li> <li>Use self joins</li> </ul> <h3>4 - Write Subqueries in T-SQL</h3> <ul> <li>Understand subqueries</li> <li>Use scalar or multi-valued subqueries</li> <li>Use self-contained or correlated subqueries</li> </ul> <h3>5 - Use built-in functions and GROUP BY in Transact-SQL</h3> <ul> <li>Categorize built-in functions</li> <li>Use scalar functions</li> <li>Use ranking and rowset functions</li> <li>Use aggregate functions</li> <li>Summarize data with GROUP BY</li> <li>Filter groups with HAVING</li> </ul> <h3>6 - Modify data with T-SQL</h3> <ul> <li>Insert data</li> <li>Generate automatic values</li> <li>Update data</li> <li>Delete data</li> <li>Merge data based on multiple tables</li> </ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans DP-080T00 Querying Data with Microsoft Transact-SQL training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the DP-080T00 Querying Data with Microsoft Transact-SQL course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Learning & Development

Design & Technology Courses (DT)

Data Skills

Teaching & Training

DP-080T00 Querying Data with Microsoft Transact-SQL

<strong>In this course, we will process massive streams of real-time data using Spark Streaming and create Spark applications using the Scala programming language (v2.12). We will also get our hands-on with some real live Twitter data, simulated streams of Apache access logs, and even data used to train machine learning models.</strong>
        <p>In this course, you will learn the basics of the Scala programming language; learn how Apache Spark operates on a cluster; set up discretized streams with Spark Streaming and transform them as data is received; analyze streaming data over sliding windows of time; maintain stateful information across streams of data; connect Spark Streaming with highly scalable sources of data, including Kafka, Flume, and Kinesis; dump streams of data in real-time to NoSQL databases such as Cassandra; run SQL queries on streamed data in real-time; train machine learning models in real-time with streaming data, and use them to make predictions that keep getting better over time; and also, package, deploy, and run self-contained Spark Streaming code to a real Hadoop cluster using Amazon Elastic MapReduce.

This course is very hands-on, filled with achievable activities and exercises to reinforce your learning. By the end of this course, you will be confidently creating Spark Streaming scripts in Scala and be prepared to tackle massive streams of data in a whole new way. You will be surprised at how easy Spark Streaming makes it!

All the codes and supporting files for this course are available at https://github.com/packtpublishing/streaming-big-data-with-spark-streaming-scala-and-spark-3-</p>
        <h2>What You Will Learn</h2><p>Process large amounts of real-time data using the Spark Streaming module<br>Create efficient Spark applications using the Scala programming language<br>Integrate Spark Streaming with various data sources<br>Integrate Spark Streaming with Spark SQL to query your data in real time<br>Train machine learning models with streaming data, and use for real-time predictions<br>Maintain stateful data across a continuous stream of input data</p>
        <h2>Audience</h2><p>If you are a student who wants to learn how to use Apache Spark or a big data professional who wants to process large amounts of data on a real-time basis, this course is for you. Some basic programming and scripting experience is required to get the most out of the course.</p>
        <h2>Approach</h2><p>This course is very hands-on, filled with achievable activities and exercises to reinforce your learning. In this course, we will cover some real live Twitter data, simulated streams of Apache access logs, and even data used to train machine learning models! You will write and run real Spark Streaming jobs right at home on your own PC.</p>
        <h2>Key Features</h2><p>Process streams of real-time data from various sources with Spark Streaming * Query your streaming data in real-time using Spark SQL * A comprehensive tutorial with practical examples to help you develop real-time Spark applications</p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/streaming-big-data-with-spark-streaming-scala-and-spark-3-</p>
        <h2>About the Author</h2><h3>Frank Kane</h3><p>Frank Kane has spent nine years at Amazon and IMDb, developing and managing the technology that automatically delivers product and movie recommendations to hundreds of millions of customers all the time. He holds 17 issued patents in the fields of distributed computing, data mining, and machine learning. In 2012, Frank left to start his own successful company, Sundog Software, which focuses on virtual reality environment technology and teaches others about big data analysis.</p>
        <h2>Course Outline</h2><h4>1. Getting Started</h4><p>In this first section, we will introduce the course and set up the development environment for Spark and Scala. We will then create our first Spark Streaming application to display live Twitter feeds.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction, and Getting Set Up</p><p style='margin: 0'>A brief introduction to the course, and then we will get your development environment for Spark and Scala all set up on your desktop. A quick test application will confirm Spark is working on your system!</p></td></tr><tr><td style='padding: 15px;'><p>2. [Activity] Stream Live Tweets with Spark Streaming!</p><p style='margin: 0'>Get set up with a Twitter developer account and run your first Spark Streaming application to listen to and print out live Tweets as they happen!</p></td></tr></tbody></table><br><h4>2. A Crash Course in Scala</h4><p>In this section, we will take a deep dive into Scala. Even if you've never used Scala before, we will cover all of the syntax and structure that you will need to know in order to begin mining your data. We will run through flow control, functions, and data structures with numerous examples throughout so that you can see everything in action and make sure you're understanding it.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. [Activity] Scala Basics</p><p style='margin: 0'>We start our crash course in the Scala programming language by covering some basics of the language: types and variables, printing, and Boolean comparisons.</p></td></tr><tr><td style='padding: 15px;'><p>2. [Exercise] Flow Control in Scala</p><p style='margin: 0'>Our Scala crash course continues, illustrating various means of flow control in Scala. For loops, do/while loops, while loops and so on.</p></td></tr><tr><td style='padding: 15px;'><p>3. [Exercise] Functions in Scala</p><p style='margin: 0'>Scala is a functional programming language, and so understanding how functions work and are treated in Scala is hugely important! This lecture covers the fundamentals, and lets you put it into practice.</p></td></tr><tr><td style='padding: 15px;'><p>4. [Exercise] Data Structures in Scala</p><p style='margin: 0'>We wrap up our Scala crash course with commonly used data structures using in Spark with Scala. Tuples, lists, and maps.</p></td></tr></tbody></table><br><h4>3. Spark Streaming Concepts</h4><p>In this section, we will introduce the core concepts of Spark and Spark Streaming. We will define and work with RDDs (Resilient Distributed Datasets) and show you examples of what they can do. RDDs are the key to understanding Spark, and therefore also Spark Streaming. This is also where we will dive deeper into Spark Streaming itself, understanding its inner workings and how the concept of windowing will enable you to aggregate and analyze data over time. Finally, we will take a look at reliability and fault tolerance with regards to Spark Streaming and a few ways in which you can maximize reliability.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction to Spark</p><p style='margin: 0'>Before you can learn about Spark Streaming, you need to understand how Spark itself works at a high level! This video covers the why and how of Apache Spark, of which Spark Streaming is a component.</p></td></tr><tr><td style='padding: 15px;'><p>2. The Resilient Distributed Dataset (RDD)</p><p style='margin: 0'>The fundamental object of Spark programming is the Resilient Distributed Dataset (RDD), and this is used not just in Spark but also within Spark Streaming scripts. This lecture explains what they are and what you can do with them.</p></td></tr><tr><td style='padding: 15px;'><p>3. [Activity] RDD's in Action: Simple Word Count Application</p><p style='margin: 0'>Let's walk through and actually run a simple Spark script that counts the number of occurrences of each word in a book.</p></td></tr><tr><td style='padding: 15px;'><p>4. Introduction to Spark Streaming</p><p style='margin: 0'>We finally have all the pr-requisite knowledge to start talking about Spark Streaming itself in more detail! We will cover how it works, what it's for, and its architecture.</p></td></tr><tr><td style='padding: 15px;'><p>5. [Activity] Revisiting the PrintTweets application</p><p style='margin: 0'>Now that we know more, let's go revisit that first Spark Streaming application we ran in lecture two, and dive into how it really works.</p></td></tr><tr><td style='padding: 15px;'><p>6. Windowing: Aggregating data over longer time spans</p><p style='margin: 0'>Windowing allows you to analyze streaming data over a sliding window of time, which lets you do much more than just transform streaming data and store it someplace else. We will cover the concepts of the batch, window, and slide intervals, and how they work together to let you aggregate streaming data over some period of time.</p></td></tr><tr><td style='padding: 15px;'><p>7. Fault Tolerance in Spark Streaming</p><p style='margin: 0'>How can Spark Streaming do so much work continuously in a reliable manner? We will uncover some of its tricks for reliability, as well as tips for configuring Spark Streaming to be as reliable as possible.</p></td></tr></tbody></table><br><h4>4. Spark Streaming Examples with Twitter</h4><p>Now that we have seen the theory behind Spark Streaming, this section is dedicated to putting all of that into action. We will look at three practical examples of taking Twitter data and applying our new learning to it with file output, windowing, and live tracking, and analysis.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. [Exercise] Saving Tweets to Disk</p><p style='margin: 0'>We will build on our "print tweets" example to actually store the incoming tweets to disk and illustrate how Spark Streaming can handle file output.</p></td></tr><tr><td style='padding: 15px;'><p>2. [Exercise] Tracking the Average Tweet Length</p><p style='margin: 0'>Compute the average length of a tweet, using windowing in Spark Streaming.</p></td></tr><tr><td style='padding: 15px;'><p>3. [Exercise] Tracking the Most Popular Hashtags</p><p style='margin: 0'>This is a fun one! We will track the most popular hashtags in Twitter over time and watch how they change in real time!</p></td></tr></tbody></table><br><h4>5. Spark Streaming Examples with Clickstream / Apache Access Log Data</h4><p>This section will continue to look at some of the more advanced aspects of Spark Streaming, this time using Apache access logs to monitor website traffic in real time, showing the most accessed pages and flagging up and log errors as they occur. We will also use SparkSQL to query our data live. Finally, we will look at Spark 2's new structured streaming approach, and how we can use DataSets to streamline our analysis.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. [Exercise] Tracking the Top URL's Requested</p><p style='margin: 0'>We will simulate an incoming stream of Apache access logs and use Spark Streaming to keep track of the most-requested web pages in real time!</p></td></tr><tr><td style='padding: 15px;'><p>2. [Exercise] Alarming on Log Errors</p><p style='margin: 0'>This example will listen to an Apache access log stream and raise an alarm if too many errors are returned by the server in real time.</p></td></tr><tr><td style='padding: 15px;'><p>3. [Exercise] Integrating Spark Streaming with Spark SQL</p><p style='margin: 0'>We will integrate Spark Streaming with Spark SQL, allowing us to run SQL queries on data as it is streamed in! Again, we will use Apache logs as an example.</p></td></tr><tr><td style='padding: 15px;'><p>4. Introduction to Structured Streaming</p><p style='margin: 0'>Spark 2.0 introduced experimental support for Structured Streaming, a new DataSet-based API for Spark Streaming that is bound to become increasingly important. Learn how it works.</p></td></tr><tr><td style='padding: 15px;'><p>5. [Activity] Analyzing Apache Log files with Structured Streaming</p><p style='margin: 0'>As an example, we will stream Apache access logs in from a directory and use Structured Streaming to count up status codes over a one-hour moving window.</p></td></tr></tbody></table><br><h4>6. Integrating with Other Systems</h4><p>In this section, we will examine how Spark Streaming can be integrated with other popular data science systems. We will see how it can work with Apache Kafka to listen to and process messages in real time; how Apache Flume can work with Spark Streaming to process huge amounts of log data; using Amazon Kinesis with Spark Streaming to process live data on an AWS/EC2 cluster; and using Cassandra to store massive datasets and analyze them at speed. We will also cover how to write your own Data Receiver class in order to connect Spark Streaming to other proprietary systems.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Integrating with Apache Kafka</p><p style='margin: 0'>Apache Kafka is a popular and robust technology for publishing messages across a cluster on a large scale. We will show how to get Spark Streaming to listen to Kafka topics and process them in real time.</p></td></tr><tr><td style='padding: 15px;'><p>2. Integrating with Apache Flume</p><p style='margin: 0'>Flume is a popular technology for publishing log information at large scale, especially on a Hadoop cluster. We will illustrate how to set up both push-based and pull-based Flume configurations with Spark Streaming and discuss the tradeoffs of each.</p></td></tr><tr><td style='padding: 15px;'><p>3. Integrating with Amazon Kinesis</p><p style='margin: 0'>Amazon's Kinesis Streaming service is basically Kafka on AWS. If you're working with an AWS/EC2 cluster, you will want to know how to integrate Spark Streaming with Kinesis - and that's what this lecture covers.</p></td></tr><tr><td style='padding: 15px;'><p>4. [Activity] Writing Custom Data Receivers</p><p style='margin: 0'>What if you need to integrate Spark Streaming with some proprietary system that does not have an existing connection library? Well, you can always write your own Receiver class. This example shows you how and actually lets you build and run one.</p></td></tr><tr><td style='padding: 15px;'><p>5. Integrating with Cassandra</p><p style='margin: 0'>Cassandra is a popular "NoSQL" database that can be used to provide fast access to massive data sets to real-time applications. Dumping data transformed by Spark Streaming into a Cassandra database can expose that data to your larger, real-time services. We will show you how, and actually run a simple example.</p></td></tr></tbody></table><br><h4>7. Advanced Spark Streaming Examples</h4><p>In this section, we will run through some more advanced real-world examples of Spark Streaming. We will examine tracking stateful information, machine learning with K-Means clustering, and feeding data into linear regression models.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. [Exercise] Stateful Information in Spark Streams</p><p style='margin: 0'>Spark has the ability to track arbitrary state across streams of data as they come in, such as web sessions, running totals and so on. This example shows you how it all works, and challenges you to track your own state using our example as a baseline.</p></td></tr><tr><td style='padding: 15px;'><p>2. [Activity] Streaming K-Means Clustering</p><p style='margin: 0'>Spark Streaming integrates with some of Spark's MLLib (Machine Learning Library) capabilities. This example creates a real-time K-Means clustering example; it does unsupervised machine learning that continually gets better as more training data feeds into it.</p></td></tr><tr><td style='padding: 15px;'><p>3. [Activity] Streaming Linear Regression</p><p style='margin: 0'>Spark Streaming can also feed data in real-time to linear regression models, that get better over time as more data is fed into them. This example shows linear regression in action with Spark Streaming.</p></td></tr></tbody></table><br><h4>8. Spark Streaming in Production</h4><p>This section covers how to move your applications into a production environment, using the spark-submit command to process scripts from the command line. We will also look at packaging scripts and dependencies with SBT and running code on a real cluster with Amazon's Elastic MapReduce (EMR). Finally, we will troubleshoot some code. We will see what can go wrong, and how you can identify and debug issues and tune your Spark applications for peak performance.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. [Activity] Packaging and Running Spark Code in Production</p><p style='margin: 0'>Your production applications won't be run from within the Scala IDE; you will need to run them from a command line, and potentially on a cluster. The spark-submit command is used for this. We will show you how to package up your application and run it using spark-submit from a command prompt.</p></td></tr><tr><td style='padding: 15px;'><p>2. [Activity] Packaging Your Code with SBT</p><p style='margin: 0'>If your Spark Streaming application has external library dependencies that might not be already present on every machine in your cluster, the SBT tool can manage those dependencies for you, and package them into the JAR file you run with spark-submit. We will show you how it works with a real example.</p></td></tr><tr><td style='padding: 15px;'><p>3. Running on a Real Hadoop Cluster with EMR</p><p style='margin: 0'>We will run our simple word count example on a real cluster, using Amazon's Elastic MapReduce service! This just shows you what's involved in running a Spark Streaming job on a real cluster as opposed to your desktop; there are a few parameters to Spark-submit you need to worry about and getting your scripts and data in the right place is also something you need to deal with.</p></td></tr><tr><td style='padding: 15px;'><p>4. Troubleshooting and Tuning Spark Jobs</p><p style='margin: 0'>Spark jobs rarely run perfectly, if at all, on the first try - some tuning and debugging is usually required and arriving at the right scale of your cluster is also necessary. We will cover some performance tips, and how to troubleshoot what's going on with a Spark Streaming job running on a cluster.</p></td></tr></tbody></table><br><h4>9. You Made It!</h4><p>This final section runs through some recommendations on where to learn more about Spark Streaming.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Learning More</p><p style='margin: 0'>Want to learn more about Spark Streaming? Here are a few books and other resources I've found valuable.</p></td></tr></tbody></table>

Apache Spark

In this course, we will process massive streams of real-time data using Spark Streaming and create Spark applications using the Scala programming language (v2.12). We will also get our hands-on with some real live Twitter data, simulated streams of Apache access logs, and even data used to train machine learning models.

Streaming Big Data with Spark Streaming, Scala, and Spark 3!

<div id="course-pills-1">Duration<p>1 Days</p><p>6 CPD hours</p>This course is intended for<p>Developers</p>Overview<p>The basics of and motivation for using the functional programming paradigmFeatures of the Scala languageWorking with variables in ScalaUsing Scala collectionsControlling code flow in ScalaImporting and using Scala code libraries</p><p>Scala training course will teach students the key language concepts and programming techniques, essential for students to focus on the covered subjects without having to also learn a complex programming language at the same time.</p></div><div id="course-pills-2"><h4>Scala Basics</h4><ul><li>Scala Background Information</li><li>Key Scala Concepts</li><li>Programming in Scala</li></ul><h4>Variables</h4><ul><li>Scala Variables</li><li>Numerical</li><li>Boolean</li><li>String</li></ul><h4>Collections</h4><ul><li>Tuples</li><li>The Collections Hierarchy</li><li>Sets</li><li>Lists</li><li>Arrays</li><li>Maps</li><li>Common Conversions</li></ul><h4>Flow Control</h4><ul><li>Looping</li><li>Iterators</li><li>Functions</li><li>Passing Functions</li><li>Collection Iteration Methods</li><li>Pattern Matching</li></ul><h4>Libraries</h4><ul><li>Classes and Objects</li><li>Packages</li><li>Import</li></ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans Just Enough Scala training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the Just Enough Scala course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Service Design Courses (SDC)

Just Enough Scala

Data Processing

This is a comprehensive and practical Apache Spark course. In this course, you will learn and master the art of framing data analysis problems as Spark problems through 20+ hands-on examples, and then scale them up to run on cloud computing services. Explore Spark 3, IntelliJ, Structured Streaming, and a stronger focus on the DataSet API.

Apache Spark with Scala - Hands-On with Big Data!

<strong>This course does not require any prior knowledge of Apache Spark or Hadoop. The author explains Spark architecture and fundamental concepts to help you come up to speed and grasp the content of this course.

The course will help you understand Spark programming and apply that knowledge to build data engineering solutions.</strong>
        <p>Apache Spark is a lightning-fast unified analytics engine for big data and machine learning. Since its release, Apache Spark has seen rapid adoption by enterprises across a wide range of industries. Internet powerhouses such as Netflix, Yahoo, and eBay have deployed Spark at a massive scale. It has quickly become the largest open-source community in big data. So, mastering Apache Spark opens a wide range of professional opportunities.

This course starts with an introduction to Apache Spark where you see what Apache Spark is in brief. Then, you will be installing and using Apache Spark. After that, you will look at the Spark execution model and architecture in detail. Next, you will learn the Spark programming model and developer experience. Following that, you will look at the Spark Structured API foundation, and Spark data sources and sinks. Then, you will explore Spark Data frame and dataset transformations along with aggregations in Apache Spark. Finally, you will look at the Spark Data frame joins in detail.

By the end of this course, you will understand Spark programming and apply that knowledge to build data engineering solutions.

All the resource files are uploaded on the GitHub repository at https://github.com/PacktPublishing/Spark-Programming-in-Scala-for-Beginners-with-Apache-Spark-3</p>
        <h2>What You Will Learn</h2><p>Learn Apache Spark and Spark architecture<br>Look at data engineering and data processing in Spark<br>Work with data sources and sinks<br>Work with data frames, datasets, and Spark SQL<br>Use IntelliJ IDEA for Spark development and debugging<br>Understand unit testing, managing application logs, and cluster deployment</p>
        <h2>Audience</h2><p>This course is designed for software engineers willing to develop a data engineering pipeline and application using Apache Spark. It is also for data architects and data engineers who are responsible for designing and building the organization's data-centric infrastructure. It will also be beneficial for the managers and architects who do not directly work with Spark implementation, and still, they work with the people who implement Apache Spark at the ground level.<br><br>Before proceeding with the course, you will need basic knowledge of the Scala programming language.</p>
        <h2>Approach</h2><p>This is a hands-on and well-balanced course with theoretical and practical content. The course is example-driven and follows a working session-like approach. The author will be taking a live coding approach and explaining all the concepts needed along the way. The section will have a summary video at the end to revise the learned concepts.</p>
        <h2>Key Features</h2><p>A comprehensive course designed for the beginner-level for Spark programming in Scala * Deep dive into Spark 3 architecture and data engineering * Complete tested source code and examples used on Apache Spark 3.0.0 open-source distribution from the author's end</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Spark-Programming-in-Scala-for-Beginners-with-Apache-Spark-3</p>
        <h2>About the Author</h2><h3>Scholar Nest</h3><p>ScholarNest is a small team of people passionate about helping others learn and grow in their careers by bridging the gap between their existing and required skills.

Together, they have over 40+ years of experience in IT as a developer, architect, consultant, trainer, and mentor. They have worked with international software services organizations on various data-centric and Big Data projects.

It is a team of firm believers in lifelong continuous learning and skill development. To popularize the importance of continuous learning, they started publishing free training videos on their YouTube channel. They conceptualized the notion of continuous learning, creating a journal of our learning under the Learning Journal banner.</p>
        <h2>Course Outline</h2><h4>1. Apache Spark Introduction</h4><p></p><br><h4>2. Installing and Using Apache Spark</h4><p></p><br><h4>3. Spark Execution Model and Architecture</h4><p></p><br><h4>4. Spark Programming Model and Developer Experience</h4><p></p><br><h4>5. Spark Structured API Foundation</h4><p></p><br><h4>6. Spark Data Sources and Sinks</h4><p></p><br><h4>7. Spark Dataframe and Dataset Transformations</h4><p></p><br><h4>8. Aggregations in Apache Spark</h4><p></p><br><h4>9. Spark Dataframe Joins</h4><p></p><br><h4>10. Keep Learning</h4><p></p>

Hadoop

This course does not require any prior knowledge of Apache Spark or Hadoop. The author explains Spark architecture and fundamental concepts to help you come up to speed and grasp the content of this course.

The course will help you understand Spark programming and apply that knowledge to build data engineering solutions.

Spark Programming in Scala for Beginners with Apache Spark 3

<div id="course-pills-1">Duration<p>4 Days</p><p>24 CPD hours</p>This course is intended for<p>This course is geared for experienced skilled Java developers, software developers, data scientists, machine learning experts or others who wish to transtion their coding skills to Scala, learning how to code in Scala and apply it in a practical way. This is not a basic class.</p>Overview<p>Working in a hands-on learning environment led by our expert instructor you'll:<br />Get comfortable with Scala's core principles and unique features, helping you navigate the language confidently and boosting your programming skills.<br />Discover the power of functional programming and learn techniques that will make your code more efficient,maintainable, and enjoyable to write.<br />Become proficient in creating dynamic web applications using the Play Framework, and easily connect to databases with the user-friendly Slick library.<br />Master concurrency programming with Akka, empowering you to build scalable and fault-tolerant applications that excel in performance.<br />Enhance your testing skills using ScalaTest and ScalaCheck, ensuring the reliability and quality of your Scala applications, while having fun in the process.<br />Explore the fascinating world of generative AI and GPT technologies, and learn how to integrate them into your projects,adding a touch of innovation and intelligence to your Scala solutions.<br />If your team requires different topics, additional skills or a custom approach, our team will collaborate with you to adjust the course to focus on your specific learning objectives and goals.</p><p>Discover the power of Scala programming in our comprehensive, hands-on technical training course designed specifically for experienced object-oriented (OO) developers. Scala is a versatile programming language that combines the best of both OO and functional programming paradigms, making it ideal for a wide range of projects, from web applications to big data processing and machine learning. By mastering Scala, you'll be able to develop more efficient, scalable, and maintainable applications. Fast Track to Scala Programming for OO / Java Developers is a four day hands-on course covers the core principles of Scala, functional programming, web application development, database connectivity, concurrency programming, testing, and interoperability between Scala and Java. Additionally, you'll explore cutting-edge generative AI and GPT technologies, learning how to integrate them into your Scala applications for intelligent suggestions or automation. Throughout the course you?ll explore the latest tools and best practices in the Scala ecosystem, gaining valuable knowledge and experience that can be directly applied to your day-to-day work. With 50% of the course content dedicated to hands-on labs, you'll gain practical experience applying the concepts you've learned across various projects, such as building functional web applications, connecting to databases, designing modular components, and implementing concurrency. Upon completing the course, you'll have a solid understanding of the language and its features, empowering you to confidently apply your new skills in data science and machine learning projects. You'll exit well-prepared to create efficient, scalable, and maintainable Scala applications, regardless of the complexity of your projects.</p></div><div id="course-pills-2"><h4>Introduction to Scala</h4><ul><li>Scala features and benefits</li><li>Comparing Scala with Java and other OO languages</li><li>Installing Scala and setting up the development environment</li></ul><h4>Object-Oriented Programming in Scala</h4><ul><li>Classes and objects</li><li>Traits, mixins, and inheritance</li><li>Companion objects and factories</li><li>Encapsulation and polymorphism</li></ul><h4>Functional Programming Basics</h4><ul><li>Pure functions and referential transparency</li><li>Higher-order functions and currying</li><li>Immutability and persistent data structures</li><li>Pattern matching and recursion</li></ul><h4>Having Fun with Functional Data Structures</h4><ul><li>Lists, sets, and maps in Scala</li><li>Folding and reducing operations</li><li>Stream processing and lazy evaluation For-comprehensions</li></ul><h4>Building Web Applications in Functional Style</h4><ul><li>Introduction to Play Framework</li><li>Functional web routing and request handling</li><li>JSON handling with Play-JSON</li><li>Middleware and functional composition</li></ul><h4>Connecting to a Database</h4><ul><li>Introduction to Slick library</li><li>Database configuration and setup</li><li>Querying and updating with Slick</li><li>Transactions and error handling</li></ul><h4>Building Scalable and Extensible Components </h4><ul><li>Modular architecture and design patterns<br />Dependency injection with MacWire<br />Type classes and type-level programming<br />Implicit parameters and conversions</li></ul><h4>Concurrency Programming &amp; Akka</h4><ul><li>Introduction to Akka framework and Actor model</li><li>Actor systems and message passing</li><li>Futures and Promises</li><li>Supervision and fault tolerance</li><li></li></ul><h4>Building Confidence with Testing</h4><ul><li>Introduction to ScalaTest and ScalaCheck</li><li>Unit testing and property-based testing</li><li>Test-driven development in Scala</li><li>Mocking and integration testing</li><li></li></ul><h4>Interoperability between Scala and Java</h4><ul><li>Calling Java code from Scala</li><li>Using Java libraries in Scala projects</li><li>Converting Java collections to Scala collections</li><li>Writing Scala code that can be called from Java</li></ul><h4>Using Generative AI and GPT</h4><ul><li>Technologies in Scala Programming</li><li>Overview of GPT and generative AI</li><li>Integrating GPT with Scala applications</li><li>Use cases and practical examples</li></ul></div>

Programming Fundamentals

Programming Languages

Software Development

Fast Track to Scala Programming for OO / Java Developers (TTSCL2104)

<div id="course-pills-1">Duration<p>4 Days</p><p>24 CPD hours</p>This course is intended for<p>This course is geared for experienced skilled Java developers, software developers, data scientists, machine learning experts or others who wish to transtion their coding skills to Scala, learning how to code in Scala and apply it in a practical way. This is not a basic class.</p>Overview<p>Working in a hands-on learning environment led by our expert instructor you'll:<br />Get comfortable with Scala's core principles and unique features, helping you navigate the language confidently and boosting your programming skills.<br />Discover the power of functional programming and learn techniques that will make your code more efficient, maintainable, and enjoyable to write.<br />Become proficient in creating dynamic web applications using the Play Framework, and easily connect to databases with the user-friendly Slick library.<br />Master concurrency programming with Akka, empowering you to build scalable and fault-tolerant applications that excel in performance.<br />Enhance your testing skills using ScalaTest and ScalaCheck, ensuring the reliability and quality of your Scala applications, while having fun in the process.<br />Explore the fascinating world of generative AI and GPT technologies, and learn how to integrate them into your projects, adding a touch of innovation and intelligence to your Scala solutions.<br />If your team requires different topics, additional skills or a custom approach, our team will collaborate with you to adjust the course to focus on your specific learning objectives and goals.</p><p>Discover the power of Scala programming in our comprehensive, hands-on technical training course designed specifically for experienced object-oriented (OO) developers. Scala is a versatile programming language that combines the best of both OO and functional programming paradigms, making it ideal for a wide range of projects, from web applications to big data processing and machine learning. By mastering Scala, you'll be able to develop more efficient, scalable, and maintainable applications. Fast Track to Scala Programming for OO / Java Developers is a four day hands-on course covers the core principles of Scala, functional programming, web application development, database connectivity, concurrency programming, testing, and interoperability between Scala and Java. Additionally, you'll explore cutting-edge generative AI and GPT technologies, learning how to integrate them into your Scala applications for intelligent suggestions or automation. Throughout the course you?ll explore the latest tools and best practices in the Scala ecosystem, gaining valuable knowledge and experience that can be directly applied to your day-to-day work. With 50% of the course content dedicated to hands-on labs, you'll gain practical experience applying the concepts you've learned across various projects, such as building functional web applications, connecting to databases, designing modular components, and implementing concurrency. Upon completing the course, you'll have a solid understanding of the language and its features, empowering you to confidently apply your new skills in data science and machine learning projects. You'll exit well-prepared to create efficient, scalable, and maintainable Scala applications, regardless of the complexity of your projects.</p></div><div id="course-pills-2"><h4>Introduction to Scala </h4><ul><li>Scala features and benefits </li><li>Comparing Scala with Java and other OO languages </li><li>Installing Scala and setting up the development environment </li></ul><h4>Object-Oriented Programming in Scala</h4><ul><li>Classes and objects </li><li>Traits, mixins, and inheritance </li><li>Companion objects and factories </li><li>Encapsulation and polymorphism </li></ul><h4>Functional Programming Basics</h4><ul><li>Pure functions and referential transparency </li><li>Higher-order functions and currying </li><li>Immutability and persistent data structures </li><li>Pattern matching and recursion </li></ul><h4>Having Fun with Functional Data Structures </h4><ul><li>Lists, sets, and maps in Scala </li><li>Folding and reducing operations </li><li>Stream processing and lazy evaluation </li><li>For-comprehensions </li></ul><h4>Building Web Applications in Functional Style</h4><ul><li>Introduction to Play Framework </li><li>Functional web routing and request handling </li><li>JSON handling with Play-JSON Middleware and functional composition </li></ul><h4>Connecting to a Database</h4><ul><li>Introduction to Slick library </li><li>Database configuration and setup </li><li>Querying and updating with Slick </li><li>Transactions and error handling</li></ul><h4>Building Scalable and Extensible Components</h4><ul><li>Modular architecture and design patterns </li><li>Dependency injection with MacWire </li><li>Type classes and type-level programming </li><li>Implicit parameters and conversions</li></ul><h4>Concurrency Programming &amp; Akka </h4><ul><li>Introduction to Akka framework and Actor model </li><li>Actor systems and message passing </li><li>Futures and Promises </li><li>Supervision and fault tolerance </li></ul><h4>Building Confidence with Testing </h4><ul><li>Introduction to ScalaTest and ScalaCheck </li><li>Unit testing and property-based testing </li><li>Test-driven development in Scala </li><li>Mocking and integration testing</li></ul><h4>Interoperability between Scala and Java</h4><ul><li>Calling Java code from Scala </li><li>Using Java libraries in Scala projects </li><li>Converting Java collections to Scala collections </li><li>Writing Scala code that can be called from Java </li></ul><h4>Using Generative AI and GPT Technologies in Scala Programming</h4><ul><li>Overview of GPT and generative AI </li><li>Integrating GPT with Scala applications </li><li>Use cases and practical examples</li></ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans Fast Track to Scala Programming Essentials for OO / Java Developers  (TTSCL2104) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the Fast Track to Scala Programming Essentials for OO / Java Developers  (TTSCL2104) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

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