92 MongoDB courses

In today's data-driven world, the ability to analyse and visualise data has become a highly valued skill. If you're interested in pursuing a career in data analytics, then our QLS Endorsed Data Analytics with Tableau at QLS Level 7 & 6 bundle is the perfect place to start. With 2 QLS-endorsed courses and 5 CPD QS-accredited courses, this bundle offers a comprehensive and rigorous curriculum designed to equip you with the skills and knowledge needed to succeed in the world of data analytics. The QLS-endorsed courses in Data Analytics and Introduction to Data Analytics with Tableau are designed to provide you with a strong foundation in data analysis and visualization using the powerful Tableau software. You'll learn how to collect, clean, and analyze data, as well as how to create compelling visualizations that communicate complex data insights to others. And with hardcopy certificates provided upon completion, you can showcase your achievements to potential employers. In addition to these two courses, the bundle also includes five relevant CPD QS accredited courses, covering topics such as big data analytics, SQL, and data analysis in Excel. These courses will further enhance your skills and knowledge in the field, giving you a competitive edge in the job market. Whether you're looking to start a career in data analytics or looking to upgrade your skills in the field, this bundle is designed to meet your needs. Enrol today and take the first step towards a rewarding career in data analytics. Learning Outcomes: * Develop expertise in data analytics and learn to use industry-standard tools such as Tableau and Power BI. * Learn to clean, transform, and analyse large datasets using Python and PySpark. * Understand how to work with databases and visualise data using SQL and Tableau. * Develop skills in data visualisation and reporting to communicate insights effectively. * Understand how to use statistical techniques and models for data analysis and decision-making. * Learn how to work with unstructured data and data from different sources. * Develop critical thinking and problem-solving skills for data-driven decision-making. QLS Endorsed Courses: * Course 01:Advanced Diploma in Data Analytics at QLS Level 7 * Course 02:Advanced Diploma in Data Analytics with Tableau at QLS Level 6 CPD QS Accredited Courses: * Course 03: Big Data Analytics with PySpark Power BI and MongoDB * Course 04: Big Data Analytics with PySpark Tableau Desktop and MongoDB * Course 05: SQL for Data Science, Data Analytics and Data Visualization * Course 06: Basic Data Analysis * Course 07: Data Analysis In Excel The QLS Endorsed Data Analytics with Tableau at QLS Level 7 & 6 bundle is designed to provide you with the skills and knowledge needed to become a data analyst. This comprehensive bundle includes 2 QLS-endorsed courses, Data Analytics and Introduction to Data Analytics with Tableau, as well as 5 relevant CPD QS accredited courses. With these courses, you will learn to work with large datasets, use Python and PySpark for data cleaning and transformation, and create compelling visualisations with Tableau and Power BI. You will also learn to work with databases, use statistical techniques for data analysis, and develop critical thinking skills for data-driven decision-making. Certification Learners will qualify for the highly sought-after QLS Endorsed Certificate after successfully passing the assessment at the conclusion of each endorsed course. The Quality Licence Scheme is a credible and renowned endorsement that marks high quality and excellence in the UK. It is well accepted and sought after by industry experts and recruiters. Learners who purchase this bundle will receive TWO Hardcopy QLS Certificates at their door! CPD 30 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? * Professionals who want to develop skills in data analytics and visualisation to advance their careers. * Individuals who want to start a career in data analysis or business intelligence. * Students who want to learn the latest tools and techniques for data analytics and visualisation. * Business owners who want to make data-driven decisions and gain insights into their business operations. CAREER PATH Here are the potential career paths for individuals who complete the QLS Endorsed Data Analytics with Tableau at QLS Level 7 & 6 bundle, along with their corresponding average salaries in the UK: * Data Analyst - £32,500 - £45,000 per year * Business Intelligence Analyst - £35,000 - £55,000 per year * Data Scientist - £40,000 - £70,000 per year * Business Analyst - £30,000 - £50,000 per year CERTIFICATES CERTIFICATE OF COMPLETION Hard copy certificate - Included

In today's data-driven world, the ability to analyse and visualise data has become a highly valued skill. If you're interested in pursuing a career in data analytics, then our QLS Endorsed Data Analytics with Tableau at QLS Level 7 & 6 bundle is the perfect place to start. With 2 QLS-endorsed courses and 5 CPD QS-accredited courses, this bundle offers a comprehensive and rigorous curriculum designed to equip you with the skills and knowledge needed to succeed in the world of data analytics. The QLS-endorsed courses in Data Analytics and Introduction to Data Analytics with Tableau are designed to provide you with a strong foundation in data analysis and visualization using the powerful Tableau software. You'll learn how to collect, clean, and analyze data, as well as how to create compelling visualizations that communicate complex data insights to others. And with hardcopy certificates provided upon completion, you can showcase your achievements to potential employers. In addition to these two courses, the bundle also includes five relevant CPD QS accredited courses, covering topics such as big data analytics, SQL, and data analysis in Excel. These courses will further enhance your skills and knowledge in the field, giving you a competitive edge in the job market. Whether you're looking to start a career in data analytics or looking to upgrade your skills in the field, this bundle is designed to meet your needs. Enrol today and take the first step towards a rewarding career in data analytics. Learning Outcomes: * Develop expertise in data analytics and learn to use industry-standard tools such as Tableau and Power BI. * Learn to clean, transform, and analyse large datasets using Python and PySpark. * Understand how to work with databases and visualise data using SQL and Tableau. * Develop skills in data visualisation and reporting to communicate insights effectively. * Understand how to use statistical techniques and models for data analysis and decision-making. * Learn how to work with unstructured data and data from different sources. * Develop critical thinking and problem-solving skills for data-driven decision-making. QLS Endorsed Courses: * Course 01:Advanced Diploma in Data Analytics at QLS Level 7 * Course 02:Advanced Diploma in Data Analytics with Tableau at QLS Level 6 CPD QS Accredited Courses: * Course 03: Big Data Analytics with PySpark Power BI and MongoDB * Course 04: Big Data Analytics with PySpark Tableau Desktop and MongoDB * Course 05: SQL for Data Science, Data Analytics and Data Visualization * Course 06: Basic Data Analysis * Course 07: Data Analysis In Excel The QLS Endorsed Data Analytics with Tableau at QLS Level 7 & 6 bundle is designed to provide you with the skills and knowledge needed to become a data analyst. This comprehensive bundle includes 2 QLS-endorsed courses, Data Analytics and Introduction to Data Analytics with Tableau, as well as 5 relevant CPD QS accredited courses. With these courses, you will learn to work with large datasets, use Python and PySpark for data cleaning and transformation, and create compelling visualisations with Tableau and Power BI. You will also learn to work with databases, use statistical techniques for data analysis, and develop critical thinking skills for data-driven decision-making. Certification Learners will qualify for the highly sought-after QLS Endorsed Certificate after successfully passing the assessment at the conclusion of each endorsed course. The Quality Licence Scheme is a credible and renowned endorsement that marks high quality and excellence in the UK. It is well accepted and sought after by industry experts and recruiters. Learners who purchase this bundle will receive TWO Hardcopy QLS Certificates at their door! CPD 30 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? * Professionals who want to develop skills in data analytics and visualisation to advance their careers. * Individuals who want to start a career in data analysis or business intelligence. * Students who want to learn the latest tools and techniques for data analytics and visualisation. * Business owners who want to make data-driven decisions and gain insights into their business operations. CAREER PATH Here are the potential career paths for individuals who complete the QLS Endorsed Data Analytics with Tableau at QLS Level 7 & 6 bundle, along with their corresponding average salaries in the UK: * Data Analyst - £32,500 - £45,000 per year * Business Intelligence Analyst - £35,000 - £55,000 per year * Data Scientist - £40,000 - £70,000 per year * Business Analyst - £30,000 - £50,000 per year CERTIFICATES CERTIFICATE OF COMPLETION Hard copy certificate - Included

Get ready for an exceptional online learning experience with the Big Data Analysis, Data Science, Fintech & Python for Data Analyst bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The Big Data Analysis, Data Science, Fintech & Python for Data Analyst is a dynamic package, that blends the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Data Analysis package has something for everyone. As part of the Big Data Analysis, Data Science, Fintech & Python for Data Analyst package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the Data Analysis bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This bundle comprises the following courses: CPD Quality Standards Courses: 1. Big Data Analytics with PySpark Power BI and MongoDB 2. Big Data Analytics with PySpark Tableau Desktop and MongoDB 3. Building Big Data Pipelines with PySpark MongoDB and Bokeh 4. Develop Big Data Pipelines with R & Sparklyr & Tableau 5. Develop Big Data Pipelines with R, Sparklyr & Power BI 6. Learn Python, JavaScript, and Microsoft SQL for Data Science 7. SQL for Data Science, Data Analytics, and Data Visualization 8. Excel Data Analysis 9. Introduction to Data Analytics with Tableau 10. Business and Data Analytics for Beginners 11. Google Data Studio: Data Analytics 12. Basic Data Analysis 13. FinTech Learning Outcome: * Gain comprehensive insights into multiple fields. * Foster critical thinking and problem-solving skills across various disciplines. * Understand industry trends and best practices through the Data Analysis Bundle. * Develop practical skills applicable to real-world situations. * Enhance personal and professional growth with Data Analysis. * Build a strong knowledge base in your chosen course via Data Analysis. * Benefit from the flexibility and convenience of online learning. * With the Data Analysis package, validate your learning with a CPD certificate. Each course in this bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with the Big Data Analysis, Data Science, Fintech & Python for Data Analyst, a rich anthology of 15 diverse courses. Each course in the Data Analysis bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisBig Data Analysis, Data Science, Fintech & Python for Data Analyst bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the Big Data Analysis, Data Science, Fintech & Python for Data Analyst bundle offers you the flexibility and convenience to learn at your own pace. Make the Data Analysis package your trusted companion in your lifelong learning journey. CPD 35 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? The Big Data Analysis, Data Science, Fintech & Python for Data Analyst bundle is perfect for: * Lifelong learners looking to expand their knowledge and skills. * Professionals seeking to enhance their career with CPD certification. * Individuals wanting to explore new fields and disciplines. * Anyone who values flexible, self-paced learning from the comfort of home. CAREER PATH Unleash your potential with the Big Data Analysis, Data Science, Fintech & Python for Data Analyst bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the Data Analysis bundle package. CERTIFICATES CERTIFICATE OF COMPLETION Digital certificate - Included CERTIFICATE OF COMPLETION Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

Start your career as a Data Scientist and earn upto £90,000/ Year Are you ready to unlock the power of Python and dive into the exciting world of data science? Look no further because we have the ultimate solution for you: Introducing our Data Science with Python Course with Career Support and Job Ready Program! Our mission is simple - to be your trusted partner every step of the way, from training to employment. In addition to teaching you the technical skills you need, we will also provide you with career mentoring and support. We will help you build your resume, prepare for interviews, and land your dream job. We also have partnerships with many companies that are hiring Data Scientists, so we can help you get your foot in the door. If you are not happy with our service, we also offer a 100% money-back guarantee. So what are you waiting for? Enrol in our Data Scientist with Python Training Program today and start your journey to becoming a successful Data Scientist! If you have any questions, you can contact us. We will be happy to provide you with all the information you need. Why Choose Us? So, what sets us apart from other programs? Let's dive into the exceptional benefits you'll experience when you join our Data Scientist with Python: * Personalised Guidance: We believe in the power of individual attention. Our experienced mentors will provide one-on-one counselling sessions tailored to your specific needs. Whether you're a beginner or have some Data Scientist experience, we will guide you towards honing your skills and developing a strong foundation in Data Science. * Tailored CV Building: Crafting an impressive CV is crucial in today's competitive job market. Our team of experts will work closely with you to create a professional CV that showcases your skills and highlights your potential as a Data Scientist. We'll ensure that your CV stands out among the rest, increasing your chances of landing that dream job. * One-On-One Consultation Sessions with Industry Experts: Gain invaluable insights and guidance from seasoned professionals who have thrived in the Data Science field. Our consultation sessions provide you with insider tips, tricks, and advice, empowering you to navigate the industry with confidence and expertise. * Extensive Job Opportunities: We have established partnerships with numerous companies actively seeking Data Scientists. Through our network, we'll connect you with exclusive job openings that are not easily accessible elsewhere. * Interview Preparation: No more stress over unexpected interview questions. We provide you with access to a comprehensive database of potential interview questions curated over years of industry experience. Walk into your interviews confident, well-prepared, and ready to impress. * Money-Back Guarantee: Your satisfaction is our top priority. We are confident in the quality of our training and support, which is why we offer a 100% money-back guarantee. If, for any reason, you're not happy with our services, we'll refund your investment, no questions asked. * Continuous Career Support: Our commitment doesn't end when you secure a job. We'll be there for you throughout your career journey, offering continued support and guidance. Whether you need advice on career advancement, assistance with new projects, or simply a friendly ear to share your achievements, we'll be your trusted partner for long-term success. Here are the courses we will provide once you enrol in the program: * Course 01: Ultimate Python Training for Beginners * Course 02: Python Intermediate Training * Course 03: Python Advanced Training * Course 04: SQL for Data Science, Data Analytics and Data Visualization * Course 05: Basic Data Analysis * Course 06: Develop Big Data Pipelines with R & Sparklyr & Tableau * Course 07: Develop Big Data Pipelines with R, Sparklyr & Power BI * Course 08: Customer Analytics Training * Course 09: Google Analytics for Everyone * Course 10: Google Data Studio: Data Analytics * Course 11: Big Data Analytics with PySpark Tableau Desktop and MongoDB * Course 12: Big Data Analytics with PySpark Power BI and MongoDB * Course 13: Excel Data Analysis * Course 14: Introduction to Data Analytics with Tableau * Course 15: Machine Learning with Python Course * Course 16: Python Programming Bible | Networking, GUI, Email, XML, CGI How Can We Offer Job Guarantees? HF Online provides consultancy, professional and educational services to many of the companies in the UK. During our intense exclusive training program, you will not just gain and complete the industry valuable certification but will gain industry experience as well, which is imperative to get your 1st job in the sector. The Data Scientist with Python Program is completed in 9 easy steps: Step 1: Enrol in the Programme Begin your exciting journey with us by enrolling in the Data Scientist Training program. Complete your registration and make a secure online payment. Remember, we offer a 14-day money-back guarantee if you're not completely satisfied. After you enrol in the Program, you will get lifetime access to 16 premium courses related to Data Scientist. These courses will teach you the knowledge and skills required to become a successful Data Scientist. Our customer service team will help you and keep in contact with you every step of the way. So you won't have to worry about a thing! Step 2: Initial One-On-One Counselling Session Once enrolled, you will be paired with a dedicated career mentor. Schedule your first one-on-one session to discuss your career aspirations, skills, experience, and any areas for potential growth. This conversation will shape your learning and development path. Step 3 - Certification upon Course Completion After learning from the courses, you must obtain certificates for each course. There will be exams for every course, and you have to pass them to get your certificate. To pass successfully, you must get 90% marks. Once you pass the exams, you will receive hardcopy certificates. These certificates will prove that you're an expert in the subject. Step 4: CV Revamping Our team of professionals will build you a compelling CV and LinkedIn profile. We'll ensure it presents your skills and qualifications effectively and is tailored to the needs and expectations of the Data Scientist industry. With these powerful tools in hand, you'll be fully prepared to tackle job interviews confidently. Step 5: Building Network and Submitting CV We understand the power of casting a wide net. We'll strategically submit your CV to various platforms and networks, expanding your reach and connecting you with valuable opportunities that align with your career goals. We will also make connections with many high-profile individuals and companies through your LinkedIn profile. Step 6: Interview Preparation With your CV ready, we'll move on to interview preparation. Gain exclusive access to our database of potential interview questions. Through simulated interviews with your mentor, you'll practice your responses and receive valuable feedback to further refine your skills. Step 7: Securing Job Interviews Leveraging our partnerships with leading companies, we'll secure job interviews for you. We'll ensure you get the opportunity to showcase your skills to potential employers and get the dream job you want. Step 8: Post-Interview Support Post-interview, we'll provide a debriefing session to reflect on your performance and identify areas of improvement for future interviews if necessary. Remember, our commitment extends until you land your dream job. Step 9: Celebrate Your New Job! Once you've secured your dream job in Data Science, it's time to celebrate! However, our support doesn't end there. We'll provide you with ongoing career advice to ensure you continue to thrive in your new role. We're excited to accompany you on this journey to success. Enrol today, and let's get started! Your path to a successful career in Data Science begins with us. CPD 100 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? * Aspiring data scientists looking to enter the exciting field of data science. * Professionals from other disciplines who want to transition into the data science domain. * Software engineers or programmers interested in expanding their skill set to include data science. * Analysts or researchers who want to enhance their data analysis and modeling capabilities. * Students or graduates seeking to kick-start their careers in data science with a strong foundation. REQUIREMENTS No experience required. Just enrol & start learning. CAREER PATH * Data Analyst: £25,000 - £55,000 per year * Data Scientist: £40,000 - £85,000 per year * Machine Learning Engineer: £50,000 - £100,000 per year * Data Engineer: £45,000 - £80,000 per year * Business Intelligence Analyst: £35,000 - £65,000 per year * Data Science Manager: £70,000 - £120,000 per year. CERTIFICATES CPD ACCREDITED E-CERTIFICATE Digital certificate - Included CPD ACCREDITED FRAMED (HARDCOPY) CERTIFICATE Hard copy certificate - Included ENROLMENT LETTER Digital certificate - Included QLS ENDORSED HARD COPY CERTIFICATE Hard copy certificate - Included STUDENT ID CARD Digital certificate - Included

Get ready for an exceptional online learning experience with the Big Data Analysis & Data Science Diploma bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The Big Data Analysis & Data Science Diploma is a dynamic package, blending the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Data Analysis & Data Science Diploma package has something for everyone. As part of the Big Data Analysis & Data Science Diploma package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the Data Analysis & Data Science Diploma bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This bundle comprises the following courses: CPD Quality Standards Courses: 1. Big Data Analytics with PySpark Power BI and MongoDB 2. Big Data Analytics with PySpark Tableau Desktop and MongoDB 3. Building Big Data Pipelines with PySpark MongoDB and Bokeh 4. Develop Big Data Pipelines with R & Sparklyr & Tableau 5. Develop Big Data Pipelines with R, Sparklyr & Power BI 6. Complete Python Machine Learning & Data Science Fundamentals Learning Outcome: * Gain comprehensive insights into multiple fields. * Foster critical thinking and problem-solving skills across various disciplines. * Understand industry trends and best practices through the Data Analysis & Data Science Diploma Bundle. * Develop practical skills applicable to real-world situations. * Enhance personal and professional growth with the Data Analysis & Data Science Diploma. * Build a strong knowledge base in your chosen course via the Data Analysis & Data Science Diploma. * Benefit from the flexibility and convenience of online learning. * With the Data Analysis & Data Science Diploma package, validate your learning with a CPD certificate. Each course in this bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with the Big Data Analysis & Data Science Diploma, a rich anthology of 15 diverse courses. Each course in the Data Analysis & Data Science Diploma bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisBig Data Analysis & Data Science Diploma bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the Big Data Analysis & Data Science Diploma bundle offers you the flexibility and convenience to learn at your own pace. Make the Data Analysis & Data Science Diploma package your trusted companion in your lifelong learning journey. CPD 25 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? The Big Data Analysis & Data Science Diploma bundle is perfect for: * Lifelong learners looking to expand their knowledge and skills. * Professionals seeking to enhance their career with CPD certification. * Individuals wanting to explore new fields and disciplines. * Anyone who values flexible, self-paced learning from the comfort of home. CAREER PATH Unleash your potential with the Big Data Analysis & Data Science Diploma bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the Big Data Analysis & Data Science Diploma bundle package. CERTIFICATES CERTIFICATE OF COMPLETION Digital certificate - Included CERTIFICATE OF COMPLETION Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

OVERVIEW This comprehensive course on SQL NoSQL Big Data and Hadoop will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This SQL NoSQL Big Data and Hadoop comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. HOW WILL I GET MY CERTIFICATE? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. WHO IS THIS COURSE FOR? There is no experience or previous qualifications required for enrolment on this SQL NoSQL Big Data and Hadoop. It is available to all students, of all academic backgrounds. REQUIREMENTS Our SQL NoSQL Big Data and Hadoop is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. CAREER PATH Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- * Open doors of opportunities * Increase your adaptability * Keep you relevant * Boost confidence And much more! COURSE CURRICULUM 14 sections • 130 lectures • 22:34:00 total length •Introduction: 00:07:00 •Building a Data-driven Organization - Introduction: 00:04:00 •Data Engineering: 00:06:00 •Learning Environment & Course Material: 00:04:00 •Movielens Dataset: 00:03:00 •Introduction to Relational Databases: 00:09:00 •SQL: 00:05:00 •Movielens Relational Model: 00:15:00 •Movielens Relational Model: Normalization vs Denormalization: 00:16:00 •MySQL: 00:05:00 •Movielens in MySQL: Database import: 00:06:00 •OLTP in RDBMS: CRUD Applications: 00:17:00 •Indexes: 00:16:00 •Data Warehousing: 00:15:00 •Analytical Processing: 00:17:00 •Transaction Logs: 00:06:00 •Relational Databases - Wrap Up: 00:03:00 •Distributed Databases: 00:07:00 •CAP Theorem: 00:10:00 •BASE: 00:07:00 •Other Classifications: 00:07:00 •Introduction to KV Stores: 00:02:00 •Redis: 00:04:00 •Install Redis: 00:07:00 •Time Complexity of Algorithm: 00:05:00 •Data Structures in Redis : Key & String: 00:20:00 •Data Structures in Redis II : Hash & List: 00:18:00 •Data structures in Redis III : Set & Sorted Set: 00:21:00 •Data structures in Redis IV : Geo & HyperLogLog: 00:11:00 •Data structures in Redis V : Pubsub & Transaction: 00:08:00 •Modelling Movielens in Redis: 00:11:00 •Redis Example in Application: 00:29:00 •KV Stores: Wrap Up: 00:02:00 •Introduction to Document-Oriented Databases: 00:05:00 •MongoDB: 00:04:00 •MongoDB Installation: 00:02:00 •Movielens in MongoDB: 00:13:00 •Movielens in MongoDB: Normalization vs Denormalization: 00:11:00 •Movielens in MongoDB: Implementation: 00:10:00 •CRUD Operations in MongoDB: 00:13:00 •Indexes: 00:16:00 •MongoDB Aggregation Query - MapReduce function: 00:09:00 •MongoDB Aggregation Query - Aggregation Framework: 00:16:00 •Demo: MySQL vs MongoDB. Modeling with Spark: 00:02:00 •Document Stores: Wrap Up: 00:03:00 •Introduction to Search Engine Stores: 00:05:00 •Elasticsearch: 00:09:00 •Basic Terms Concepts and Description: 00:13:00 •Movielens in Elastisearch: 00:12:00 •CRUD in Elasticsearch: 00:15:00 •Search Queries in Elasticsearch: 00:23:00 •Aggregation Queries in Elasticsearch: 00:23:00 •The Elastic Stack (ELK): 00:12:00 •Use case: UFO Sighting in ElasticSearch: 00:29:00 •Search Engines: Wrap Up: 00:04:00 •Introduction to Columnar databases: 00:06:00 •HBase: 00:07:00 •HBase Architecture: 00:09:00 •HBase Installation: 00:09:00 •Apache Zookeeper: 00:06:00 •Movielens Data in HBase: 00:17:00 •Performing CRUD in HBase: 00:24:00 •SQL on HBase - Apache Phoenix: 00:14:00 •SQL on HBase - Apache Phoenix - Movielens: 00:10:00 •Demo : GeoLife GPS Trajectories: 00:02:00 •Wide Column Store: Wrap Up: 00:05:00 •Introduction to Time Series: 00:09:00 •InfluxDB: 00:03:00 •InfluxDB Installation: 00:07:00 •InfluxDB Data Model: 00:07:00 •Data manipulation in InfluxDB: 00:17:00 •TICK Stack I: 00:12:00 •TICK Stack II: 00:23:00 •Time Series Databases: Wrap Up: 00:04:00 •Introduction to Graph Databases: 00:05:00 •Modelling in Graph: 00:14:00 •Modelling Movielens as a Graph: 00:10:00 •Neo4J: 00:04:00 •Neo4J installation: 00:08:00 •Cypher: 00:12:00 •Cypher II: 00:19:00 •Movielens in Neo4J: Data Import: 00:17:00 •Movielens in Neo4J: Spring Application: 00:12:00 •Data Analysis in Graph Databases: 00:05:00 •Examples of Graph Algorithms in Neo4J: 00:18:00 •Graph Databases: Wrap Up: 00:07:00 •Introduction to Big Data With Apache Hadoop: 00:06:00 •Big Data Storage in Hadoop (HDFS): 00:16:00 •Big Data Processing : YARN: 00:11:00 •Installation: 00:13:00 •Data Processing in Hadoop (MapReduce): 00:14:00 •Examples in MapReduce: 00:25:00 •Data Processing in Hadoop (Pig): 00:12:00 •Examples in Pig: 00:21:00 •Data Processing in Hadoop (Spark): 00:23:00 •Examples in Spark: 00:23:00 •Data Analytics with Apache Spark: 00:09:00 •Data Compression: 00:06:00 •Data serialization and storage formats: 00:20:00 •Hadoop: Wrap Up: 00:07:00 •Introduction Big Data SQL Engines: 00:03:00 •Apache Hive: 00:10:00 •Apache Hive : Demonstration: 00:20:00 •MPP SQL-on-Hadoop: Introduction: 00:03:00 •Impala: 00:06:00 •Impala : Demonstration: 00:18:00 •PrestoDB: 00:13:00 •PrestoDB : Demonstration: 00:14:00 •SQL-on-Hadoop: Wrap Up: 00:02:00 •Data Architectures: 00:05:00 •Introduction to Distributed Commit Logs: 00:07:00 •Apache Kafka: 00:03:00 •Confluent Platform Installation: 00:10:00 •Data Modeling in Kafka I: 00:13:00 •Data Modeling in Kafka II: 00:15:00 •Data Generation for Testing: 00:09:00 •Use case: Toll fee Collection: 00:04:00 •Stream processing: 00:11:00 •Stream Processing II with Stream + Connect APIs: 00:19:00 •Example: Kafka Streams: 00:15:00 •KSQL : Streaming Processing in SQL: 00:04:00 •KSQL: Example: 00:14:00 •Demonstration: NYC Taxi and Fares: 00:01:00 •Streaming: Wrap Up: 00:02:00 •Database Polyglot: 00:04:00 •Extending your knowledge: 00:08:00 •Data Visualization: 00:11:00 •Building a Data-driven Organization - Conclusion: 00:07:00 •Conclusion: 00:03:00 •Assignment -SQL NoSQL Big Data and Hadoop: 00:00:00

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