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Duration 1 Days 6 CPD hours This course is intended for This basic course is designed for system administrators, system architects, application developers, quality assurance specialists, and technical sales and marketing professionals. Overview After completing this course, you should be able to: Summarize current business drivers and the need for flexibility Describe enterprise messaging and the capabilities it must provide Identify the main ways that IBM© MQ can impact application design Describe the basic components of IBM© MQ Differentiate between point-to-point and IBM© MQ cluster connectivity Summarize queue manager and queue manager components administrative tasks Contrast the architectural role of IBM© MQ clusters and multiple instance queue managers Describe the security provisions of IBM© MQ and IBM© MQ Advanced Message Security Describe how IBM© MQ is used as part of the communications infrastructure to: Connect application environments, such as the World Wide Web, enterprise transaction systems, and database systems Manage the distribution of publisher information to appropriate subscribers Provide file transfer management with IBM© MQ Managed File Transfer Serve as a JMS provider Interface with WebSphere Application Server Store in-flight messages for IBM© Integration Bus Interact with z/OS applications Facilitate connectivity to mobile environments with IBM© MQ Telemetry Describe the options for deployment to the Cloud In this course, you learn about IBM© MQ V9 basic components and the path that messages follow when they are exchanged between applications. You also learn how IBM© MQ administrative responsibilities can include the management of topic-based publish/subscribe messaging, managed file transfer, and deployments to the cloud. Topics include an overview of the support that IBM© MQ provides for security, publish/subscribe, high availability, administration, logging, auditing, managed file transfer, MQTT, and cloud options. COURSE INTRODUCTION IBM© MQ OVERVIEW IBM© MQ BASICS MESSAGING STYLES, TOPOLOGIES, AND ARCHITECTURE OVERVIEW SYSTEM ADMINISTRATION OVERVIEW SECURITY OVERVIEW INTRODUCTION TO IBM© MQ MANAGED FILE TRANSFER INTRODUCTION TO IBM© MQ TELEMETRY AND IBM© MESSAGESIGHT INTRODUCTION TO THE IBM© MQ APPLIANCE EXPANDING THE SCOPE OF IBM© MQ COURSE SUMMARY

Register on the Hairstyles & Updo's for Tweens (young teens) today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion. The Hairstyles & Updo's for Tweens (young teens) is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! WHAT YOU GET WITH THE HAIRSTYLES & UPDO'S FOR TWEENS (YOUNG TEENS) * Receive a e-certificate upon successful completion of the course * Get taught by experienced, professional instructors * Study at a time and pace that suits your learning style * Get instant feedback on assessments  * 24/7 help and advice via email or live chat * Get full tutor support on weekdays (Monday to Friday) COURSE DESIGN The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of * Video lessons * Online study materials CERTIFICATION After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. WHO IS THIS COURSE FOR: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. REQUIREMENTS: The online training is open to all students and has no formal entry requirements. To study the Hairstyles & Updo's for Tweens (young teens), all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. COURSE CONTENT Introduction Welcome Video FREE 00:03:00 About the Instructor FREE 00:03:00 For salon Professionals: Winning with Teenagers & Tweens 00:04:00 Four hairstyle Tutorials for Tweens & Teens In flight updo plus a half up style! Two for one in this tutorial! 00:03:00 Easy Party Hair ponytail Updo for Tweens 00:02:00 Easy yet Special Half-up Tween Hairstyle 00:02:00 Skill Supporting Videos: Curling Iron Tutorial 00:05:00 How to make Hair Knots ~ Tutorial 00:11:00 Enjoy this Extra Tutorial- How to Coil Hair 00:09:00 Bonus Lecture: Clarity Coaching with Gretchen 00:05:00 FREQUENTLY ASKED QUESTIONS Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Duration 2 Days 12 CPD hours This course is intended for The target audience for the DevOps Test Engineering course is anyone involved in defining a DevOps Testing strategy, such as: Delivery Staff DevOps Engineers IT Managers Project Managers Lab Staff Maintenance and Support Staff Quality Assurance Managers Quality Assurance Teams Release Managers Testers Software Engineers Overview The learning objectives for DTE include a practical understanding of: The purpose, benefits, concepts and vocabulary of DevOps testing How DevOps testing differs from other types of testing DevOps testing strategies, test management and results analysis Strategies for selecting test tools and implementing test automation Integration of DevOps testing into Continuous Integration and Continuous Delivery workflows How DevOps testers fit with a DevOps culture, organization and roles This comprehensive course addresses testing in a DevOps environment and covers concepts such as the active use of test automation, testing earlier in the development cycle, and instilling testing skills in developers, quality assurance, security, and operational teams. The course is relevant for every modern IT professional involved in defining or deploying a DevOps testing strategy for their organization, as test engineering is the backbone of DevOps and the primary key for successful DevOps pipeline to support digital transformation. This course prepares you for the Continuous Testing Foundation(CTF) certification. COURSE OBJECTIVES AND MODULES, LOGISTICS WHAT IS DEVOPS TESTING AND ITS BUSINESS BENEFITS? RELATION OF DEVOPS TESTING IN OTHER TEST METHODOLOGIES DEVOPS TESTING BEST PRACTICES * DevOps Testing Terminology * Culture changes * Organization changes * Process and team friction * Motivation strategies * Measuring Success * Continuous Evolution * Troubleshooting WHAT IS THE DEVOPS PIPELINE? * DevOps Testing on the pipeline * Test strategy choices * Pre-Flight strategies * Continuous Integration Testing * System, Delivery and Customer Testing * Test Environments * Lab Management * Topology orchestration TEST AUTOMATION FRAMEWORKS * Test Tools Selection criterion Automated metrics KEY CONCEPTS * Test Case Best Practices & Design Exercise * Test Suite Best Practices & Design Exercise * Principles of DevOps Management * DevOps Test Management Metrics * DevOps Management Tools * DevOps Test Results Analysis * Integrating DevOps Results Analysis * Test Management Exercise * Fictitious Product Test Requirements * Individual Exercise * Class discussion * Exam Preparation

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Register on the Aircraft and Airplane Engineering: Basic to Advanced today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion. The Aircraft and Airplane Engineering: Basic to Advanced is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! WHAT YOU GET WITH THE AIRCRAFT AND AIRPLANE ENGINEERING: BASIC TO ADVANCED  * Receive a e-certificate upon successful completion of the course * Get taught by experienced, professional instructors * Study at a time and pace that suits your learning style * Get instant feedback on assessments  * 24/7 help and advice via email or live chat * Get full tutor support on weekdays (Monday to Friday) COURSE DESIGN The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of * Video lessons * Online study materials CERTIFICATION After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. WHO IS THIS COURSE FOR: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. REQUIREMENTS: The online training is open to all students and has no formal entry requirements. To study the Aircraft and Airplane Engineering: Basic to Advanced, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. COURSE CONTENT Introduction Presentation of the Course 00:03:00 Course Structure 00:04:00 Introduction to Airplanes and their Main Elements 00:06:00 Classification of Airplanes General Aviation 00:04:00 Commercial Aviation 00:04:00 Military Aircraft 00:06:00 Aerodynamics Airplane Forces and Trajectory 00:07:00 Lift and Drag: Newton's 3rd Law and Bernoulli 00:16:00 3D Wings Lift and Drag 00:18:00 High Lift Devices 00:15:00 Turbulence and Stall 00:13:00 Airplane Propulsion Engines (JETs) Engines Overview 00:06:00 Inlets 00:07:00 Compressors 00:10:00 Turbines and Nozzles 00:05:00 TurboJet vs. Turbofan Review 00:21:00 Flight Mechanics Gravity Center and Pressure Center: Stability 00:13:00 Control Surfaces of an Aircraft and Maneuvers 00:10:00 Aircraft Performance Definition of Weights 00:08:00 Range of an Aircraft as function of Weight 00:14:00 Optimization of Range - Breguet Equations 00:17:00 FREQUENTLY ASKED QUESTIONS Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Thinking about learning more about the data you are using in your job and how to present this? The BCS Foundation Award in Data Visualisation teaches how data is used to make decisions in an organisation and the importance of presenting accurate data in a way that enables decision making to happen.

Anyone working in the airside area of an airport should be aware of the hazards that are present. This ramp safety training course will provide a baseline level of knowledge, raise awareness of airside hazards, the importance of safety reporting and help aviation companies meet audit requirements. Ramp Safety training is an essential course for anyone working on the apron or around the footprint of passenger or cargo aircraft. Aligned to IATA AHM 1110, 11.2, GEN04. Complete within 6 months of issue. Includes a practical training checklist for local procedures. Bulk discounts available for multiple licenses.

Having problems finding the ideal course to enhance your skills and knowledge of the field of travel and tourism? Then our carefully developed Travel & Tourism Course is here to develop your skills in this sector. You will gain all the details you need to enhance your knowledge and understanding in this work sector with the help of this course. This course will deepen your knowledge and skill about travel and tourism, tourism products and services, Brexit and its impact on the tourism industry, human resource management in the travel industry, crisis and visitor attraction management and transport management procedures. This Level 4 Travel & Tourism course is endorsed by The Quality Licence Scheme and accredited by CPD (with 120 CPD points) to make your skill development and career progression related to Travel & Tourismsub stantial and easier than ever! The United Kingdom is a popular tourist destination for its rich history, cultural landmarks, and natural beauty. Some of the top attractions in the UK include London, Edinburgh, Stonehenge, the Lake District, and the Scottish Highlands. The country is also home to several world-class museums and galleries, such as the British Museum, the National Gallery, and the Tate Modern. There are a wide variety of job opportunities available in the travel and tourism sector in the UK. Some popular roles include: 1. Travel agent - responsible for booking travel arrangements for customers and providing advice on destinations and travel options. 2. Tour guide - leading groups of tourists on sightseeing tours and providing information about the places they visit. 3. Hotel manager - overseeing the day-to-day operations of a hotel and ensuring that guests have a pleasant stay. 4. Airline staff - working in customer service, flight attendant, or pilot roles. 5. Travel writer - writing about travel destinations and experiences for magazines, newspapers, and online publications. 6. Tour operator - creating and organising tour packages for individuals and groups. 7. Event planner - organising events such as conferences, meetings, and conventions. 8. Travel blogger - creating and publishing content about travel experiences, destinations and tips for readers. Learning Outcomes: * Get complete support from your tutor and learning support. * Gain in-depth knowledge of Travel & Tourism. * Develop a thorough understanding of the Marketing Mix. * Learn about Tourism Products and Services. * Gain a thorough understanding of the relevant industry. * Quality training course at an affordable price. Why Prefer thisCourse? * Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPD after completing this course * Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) * Standard-aligned lesson planning * Innovative and engaging content and activities * Assessments that measure higher-level thinking and skills * Complete the program in your own time, at your own pace * Each of our students gets full 24/7 tutor support. Enrolling in our Travel & Tourism course will allow you to obtain expert knowledge and confidence in the travel and tourism industry. The difference between business and leisure tourism, the components of tourism products and services, the life cycle of tourism products, tour operation economics, marketing objectives, sustainable tourism and development and tourism crises will all be covered in detail in this course. Course Curriculum Travel & Tourism Module 01: Introduction to Travel & Tourism * Business Tourism * Leisure Tourism * Differentiating Between Business and Leisure Tourism Module 02: Tourism Products and Services * Marketing Mix * Components of Tourism Products and Services * Life Cycle of Tourism Product Module 03: Tour Operating and Travel Retailing * Introduction * The Tour Operator * Tour Operation Economics * Consumer Trends Affecting Future of Tour Operation * Consumer Issues in Tour Operating Module 04: Marketing in Travel & Tourism * Marketing Strategies * GTA Marketing Roles * Market Research * Marketing Objectives Module 05: Developing Communication Skills * Active Listening * Telephoning * Negotiation Module 06: Customer Service and Satisfaction * Introduction * Quality Tourism Management * Taking Care of Customer * Deal with Complaints Module 07: Crisis and Visitor Attraction Management * Crisis Management * Visitor Attraction Management Module 08: Transport Management Procedure * Principles of Transportation (Discuss shortly, try to use bullets) * Different Forms of Land Transport * Advantages and Disadvantages of Different Types of Transport * Issues in Transport Management Module 09: Tourism in the New Normal World/ Post COVID Travel Destinations * Impact of COVID on the Tourism Industry * UK Best Destinations * Best Tourism Destinations Across the World Module 10: Sustainable Tourism * Sustainable Development * Sustainable Tourism and Development * Roles and Responsibilities Module 11: Public Awareness Campaigns * Role of Public Awareness * Workshops * Seminars on Public Awareness * Making Tourists Aware Module 12: Brexit and its Impact on Tourism Industry * Brexit Tourism and the intimacy of Geopolitics * Transformation * Tourism Crises * Negative Mega Event * Supply-Side Issues Module 13: Travel & Tourism Issues to Contend with * Tourism Productivity Challenges * Measurement Issues * Demand Variations and Markets * Capital and Infrastructure Module 14: Module 14: Human Resource Management in Travel Industry Assessment Process We offer an integrated assessment framework to make the process of evaluating learners easier. After completing an online module, you will be given immediate access to a specially designed MCQ test. The results will be immediately analyzed, and the score will be shown for your review. The passing score for each test will be set at 60%. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the exams. Show off Your New Skills with a Certificate of Completion Endorsed Certificate of Achievement from the Quality Licence Scheme After successfully completing the course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - * 99 GBP inside the UK * 109 GBP (including postal fees) for International Delivery Certificate Accredited by CPD Upon finishing the Transcription course, you will receive a CPD accredited certificate that is recognised all over the UK and also internationally. The pricing schemes are - * 10 GBP for Digital Certificate * 29 GBP for Printed Hardcopy Certificate inside the UK * 39 GBP for Printed Hardcopy Certificate outside the UK (International Delivery) CPD 120 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? This course requires no formal qualifications or experience. Anyone interested in learning is welcome to enrol for the course. REQUIREMENTS You will not need any prior background or expertise to enrol in this course. CAREER PATH You can explore connected and in-demand jobs related to Travel and Tourism after completing the course * Travel agent * Tour manager * Tourist guide * Resort representative CERTIFICATES CERTIFICATE OF COMPLETION Digital certificate - £10

OVERVIEW In the design of a bridge to the flight path of an aeroplane, mathematical principles are at play. Now, consider the power and promise held by those who master its intricacies. Welcome to our Math Fundamentals course. Math Fundamentals aligns with this pressing global requirement, laying the bedrock for understanding core concepts that shape academia and real-world applications. Initiating with a comprehensive introduction, this course dives deep into integers, exponents, fractions, and decimals and culminates in applied mathematics subjects like profit and loss, discount, and taxation.  With mathematical fluency increasingly becoming a non-negotiable asset, immersing oneself in Math Fundamentals stands not just as an educational prerequisite but as a vital life skill. HOW WILL I GET MY CERTIFICATE? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. WHO IS THIS COURSE FOR? There is no experience or previous qualifications required for enrolment on this Math Fundamentals. It is available to all students, of all academic backgrounds. REQUIREMENTS Our Math Fundamentals 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 Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. COURSE CURRICULUM 14 sections • 67 lectures • 07:39:00 total length •Introduction: 00:02:00 •Number system: 00:09:00 •Integers and ordering of integers: 00:07:00 •Addition and Subtractions of Integers: 00:10:00 •Operations on Integers: 00:06:00 •Multiplication and Division of Integers: 00:07:00 •Powers of Integers (Exponents): 00:04:00 •Complete knowledge about factors and multiples: 00:07:00 •Divisibility tests for 2,3,4,5,6: 00:07:00 •Divisibility rules 7,8,9,10,11: 00:11:00 •Prime Factorization: 00:13:00 •Highest common factor HCF: 00:13:00 •Word problems based on HCF: 00:12:00 •Least common multiple LCM: 00:16:00 •Relation between lcm and HCF: 00:04:00 •Classification of Fractions: 00:04:00 •Convert mixed to improper and improper to mixed fractions: 00:03:00 •Equivalent Fractions: 00:04:00 •Comparing Fractions after converting to like fractions: 00:09:00 •Reducing a fraction to lowest term: 00:04:00 •Addition and subtraction OF fractions: 00:08:00 •Multiplication and division of fractions: 00:11:00 •Word problems on fractions: 00:16:00 •Bodmas and rules to remove brackets: 00:03:00 •simplify expressions using BODMAS rules: 00:05:00 •simplify expressions involving fractions using BODMAS: 00:07:00 •Decimal numbers in relation to fractions: 00:08:00 •Like and unlike Decimals: 00:05:00 •Ordering of Decimal numbers: 00:10:00 •Addition and subtraction of Decimal: 00:07:00 •Multiplication of Decimal: 00:03:00 •Division of Decimal: 00:08:00 •Rational number: 00:02:00 •Representation of Rational Numbers on Number line: 00:05:00 •Determining which fraction is terminating or non-terminating: 00:07:00 •shortcut method of writing decimal expansion of fraction to decimal: 00:08:00 •Rounding to whole number: 00:06:00 •Rounding to required number of decimals (1 d.p. ): 00:05:00 •Rounding to significant digits: 00:07:00 •Practice question on three methods of approximation: 00:05:00 •Estimation: 00:05:00 •Scientific Notation: 00:07:00 •Operation on numbers when they are in scientific notation: 00:06:00 •Percentage to fraction and fraction to percentage: 00:06:00 •Percentage of a quantity and conversation to decimal: 00:06:00 •Expressing one quantity as percentage of another quantity: 00:06:00 •Finding increase decrease percent: 00:05:00 •Uses of Percentages-Word Problems: 00:09:00 •Ratio- How to express as simple ratio: 00:09:00 •How to compare Ratios: 00:04:00 •Word problems on finding ratios: 00:07:00 •To divide a given quantity into a given Ratio: 00:11:00 •Proportion: 00:04:00 •Practice problems on Proportion: 00:06:00 •Continued proportion: 00:06:00 •Direct Variation (or proportion): 00:04:00 •Problems based on Direct proportion: 00:10:00 •Inverse Variation (or proportion): 00:10:00 •Multiple Ratios: 00:10:00 •Basics - Profit and Loss: 00:04:00 •More practice problems on Profit _ Loss: 00:06:00 •Selling price formula and Problems: 00:04:00 •Cost price formula and Problems: 00:03:00 •Higher problems on Profit and Loss: 00:08:00 •Basics - Discount: 00:05:00 •Practice problems on Discount: 00:04:00 •Tax: 00:06:00

Duration 4 Days 24 CPD hours This course is intended for This course is intended for: Developers Solutions Architects Data Engineers Anyone with little to no experience with ML and wants to learn about the ML pipeline using Amazon SageMaker Overview In this course, you will learn to: Select and justify the appropriate ML approach for a given business problem Use the ML pipeline to solve a specific business problem Train, evaluate, deploy, and tune an ML model using Amazon SageMaker Describe some of the best practices for designing scalable, cost-optimized, and secure ML pipelines in AWS Apply machine learning to a real-life business problem after the course is complete This course explores how to use the machine learning (ML) pipeline to solve a real business problem in a project-based learning environment. Students will learn about each phase of the pipeline from instructor presentations and demonstrations and then apply that knowledge to complete a project solving one of three business problems: fraud detection, recommendation engines, or flight delays. By the end of the course, students will have successfully built, trained, evaluated, tuned, and deployed an ML model using Amazon SageMaker that solves their selected business problem. MODULE 0: INTRODUCTION * Pre-assessment MODULE 1: INTRODUCTION TO MACHINE LEARNING AND THE ML PIPELINE * Overview of machine learning, including use cases, types of machine learning, and key concepts Overview of the ML pipeline Introduction to course projects and approach MODULE 2: INTRODUCTION TO AMAZON SAGEMAKER * Introduction to Amazon SageMaker * Demo: Amazon SageMaker and Jupyter notebooks * Hands-on: Amazon SageMaker and Jupyter notebooks MODULE 3: PROBLEM FORMULATION * Overview of problem formulation and deciding if ML is the right solution * Converting a business problem into an ML problem * Demo: Amazon SageMaker Ground Truth * Hands-on: Amazon SageMaker Ground Truth * Practice problem formulation * Formulate problems for projects MODULE 4: PREPROCESSING * Overview of data collection and integration, and techniques for data preprocessing and visualization Practice preprocessing Preprocess project data Class discussion about projects MODULE 5: MODEL TRAINING * Choosing the right algorithm Formatting and splitting your data for training Loss functions and gradient descent for improving your model Demo: Create a training job in Amazon SageMaker MODULE 6: MODEL EVALUATION * How to evaluate classification models * How to evaluate regression models * Practice model training and evaluation * Train and evaluate project models * Initial project presentations MODULE 7: FEATURE ENGINEERING AND MODEL TUNING * Feature extraction, selection, creation, and transformation * Hyperparameter tuning * Demo: SageMaker hyperparameter optimization * Practice feature engineering and model tuning * Apply feature engineering and model tuning to projects * Final project presentations MODULE 8: DEPLOYMENT * How to deploy, inference, and monitor your model on Amazon SageMaker Deploying ML at the edge Demo: Creating an Amazon SageMaker endpoint Post-assessment Course wrap-up ADDITIONAL COURSE DETAILS: Nexus Humans The Machine Learning Pipeline on AWS training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. 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. While we feel this is the best course for the The Machine Learning Pipeline on AWS 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. 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.