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Learning Objectives Introduction , Getting Started with OneNote , Managing Notebooks , Working with Containers , Working with Text Containers , Adding Advanced Content , Working with Drawing Tools , Organizing Notebooks , Using Advanced OneNote Features , Conclusion   Pre-Requisites Basic Computer Skills. Understanding Microsoft Office is helpful but not mandatory.   Description This course is an introduction to, and in-depth look at OneNote for Windows. During the course, students will learn how OneNote can help them to organize their notes more efficiently, and allow them to access their content from anywhere. Students will also learn how to share the contents of their OneNote notebooks with others, and collaborate. Unit One: Basic Navigations in OneNote What is OneNote for Windows 00:02:00 Understanding the OneNote Environment 00:04:00 Navigating in OneNote 00:03:00 Changing Views in OneNote 00:04:00 Using Touch Gestures 00:01:00 Getting Help 00:03:00 Unit Two: Notebook Features Creating a Notebook 00:02:00 Creating Sections 00:04:00 Creating Pages 00:05:00 Opening an Existing Notebook 00:02:00 Unit Three: Containers and Images Adding a Text Container 00:03:00 Inserting an Image 00:06:00 Inserting Files 00:05:00 Working with Containers 00:03:00 Unit Four: Text Features Advanced Text Techniques 00:03:00 Formatting Text 00:07:00 Using the Built-In Styles 00:04:00 Working with Automatic Spell Check 00:04:00 Adding Date and Time 00:02:00 Inserting Tables 00:09:00 Unit Five: Clipping, Recording and Translating Adding a Screen Clipping 00:02:00 Adding Web Content 00:03:00 Working with Cut, Copy and Paste 00:04:00 Recording Audio 00:02:00 Using Voice to Text Dictation 00:02:00 Translating Notes 00:02:00 Inserting an Online Video 00:02:00 Unit Six: Drawing Features Using the Drawing Tools. 00:03:00 Creating a New Pen 00:04:00 Selecting Objects 00:02:00 Converting Ink to Type 00:01:00 Adding and Modifying Shapes 00:04:00 Converting Drawings to Shapes 00:02:00 Converting Ink or Text to Math 00:03:00 Graphing in OneNote 00:02:00 Working with the Ruler 00:02:00 Unit Seven: Advanced Features Using Tags 00:04:00 Creating Custom Tabs 00:04:00 Sending to OneNote from Outlook 00:04:00 Searching Content 00:04:00 Advanced Page Management 00:08:00 Advanced Section Management 00:06:00 Advanced Notebook Management 00:05:00 Unit Eight: Sharing and Printing Using Immersive Reader 00:01:00 Sharing a Notebook 00:03:00 Syncing Notebooks 00:04:00 Exploring Printing Options 00:03:00 Using Print to OneNote 00:02:00 Resource Resource - OneNote for Windows 10 - A Complete Guide Beginner 00:00:00 Final Exam Final Exam - OneNote for Windows 10 - A Complete Guide Beginner 00:20:00

. Certification After successfully completing the course, you will be able to get the UK and internationally accepted certificate to share your achievement with potential employers or include it in your CV. The PDF Certificate + Transcript is available at £6.99 (Special Offer - 50% OFF). In addition, you can get a hard copy of your certificate for £12 (Shipping cost inside the UK is free, and outside the UK is £9.99).

Ever wondered why your coffee costs more this year than last? Or why some countries flourish while others fumble with inflation? This Economics course brings clarity to the forces shaping our financial surroundings, without burying you in baffling jargon. Whether you're brushing up for professional reasons or simply curious about the flow of money, this CPD-accredited course explains economic principles in a way that’s sharp, structured, and surprisingly digestible. From market dynamics to global trade shifts, learners will discover how policies, decisions, and unpredictable events stir the economic pot. It's theory with purpose—cleverly distilled for an online audience. No lecture halls, no chalkboards—just straightforward insight into the systems that quietly dictate much of our daily lives. If understanding how money moves sounds like your cup of tea, this course is the right place to start thinking like an economist—without needing to wear tweed. Course Curriculum: Module 01: An Introduction to Economics Module 02: The Market System and the Circular Flow Model Module 03: Supply, Demand and Prices Module 04: Prices Module 05: Elasticity Module 06: Market Failures Module 07: Production and Costs Module 08: Market Structure: Perfect Competition vs Monopoly Module 09: Money, Banking and the Financial System Module 10: Measuring GDP and Economic Growth Module 11: Unemployment Module 12: Inflation Module 13: Income Distribution and Poverty Module 14: International Finance Module 15: Fiscal Policy Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing an online module. For each test, the pass mark will be set to 60%. CPD 10 CPD hours / points Accredited by The CPD Certification Service Who is this course for? The Economics - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Economics - CPD Accredited training.

Register on the Advanced Parenting Skills 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 Advanced Parenting Skills 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 Advanced Parenting Skills Receive an 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) Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of achievement. This certificate will be delivered to your doorstep through the post for £99. An extra £10 postage charge will be required for students leaving overseas.  CPD Accredited Certificate 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 Advanced Parenting Skills, 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 Module 01: Introduction to Advanced Parenting Skills Introduction to Advanced Parenting Skills 00:14:00 Module 02: Skills Required for Parenting Skills Required for Parenting 00:17:00 Module 03: The Tools for Parenting The Tools for Parenting 00:16:00 Module 04: Strategies for Parenting Strategies for Parenting 00:15:00 Module 05: Relationships Between Children and Parents Relationships Between Children and Parents 00:15:00 Module 06: Understanding Between Children and Parents Understanding Between Children and Parents 00:17:00 Module 07: Developing Effective Relationships Developing Effective Relationships 00:13:00 Module 08: Behaviour Is The Heart Of Communication Behaviour Is The Heart Of Communication 00:16:00 Module 09: The Challenge of Parenting The Challenge of Parenting 00:17:00 Module 10: Asserting Leadership Abilities in Children Asserting Leadership Abilities in Children 00:13:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 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.

Overview This comprehensive course on 100 Ways to Make Money Online will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This 100 Ways to Make Money Online 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? 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 100 Ways to Make Money Online. It is available to all students, of all academic backgrounds. Requirements Our 100 Ways to Make Money Online 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 4 sections - 25 lectures - 07:13:00 total length •You Will Love This Class!: 00:04:00 •Executive Summary Part 1: 00:15:00 •Executive Summary Part 2: 00:14:00 •Introduction: 00:02:00 •What Has Worked the Best for Me!: 00:16:00 •From 1 to 25: 00:19:00 •From 26 to 47: 00:20:00 •From 48 to 64: 00:21:00 •From 65 to 83: 00:21:00 •From 84 to 100: 00:19:00 •The No. 1 Method to Work Online: 00:19:00 •How to Successfully Sell Products?: 00:19:00 •Video Courses Are the Best Way to Go: 00:20:00 •Acquiring Customers: 00:17:00 •The Second Method Is Serving Clients: 00:17:00 •Do A Great Job for One Client: 00:20:00 •Patience Is a Virtue: 00:19:00 •Affiliate Marketing: 00:15:00 •An Inside Advantage for Affiliate Marketing: 00:17:00 •A Lot of Affiliate Programs Fail!: 00:17:00 •Advertising Revenue: 00:20:00 •The Best Ad Revenue Opportunities: 00:21:00 •Invest!: 00:21:00 •Investing for the Long Run: 00:22:00 •What now?: 00:18:00

Overview With the ever-increasing demand for E-Bay in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in E-Bay may be. Learning about E-Bay or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in E-Bay . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on E-Bay is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this E-Bay course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this E-Bay course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this E-Bay course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of E-Bay , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in E-Bay , Anyone looking for a certificate of completion on doing an online training on this topic, Students of E-Bay , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This E-Bay course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.  Course Curriculum Module 1_ Getting Started Module 1_ Getting Started as an Affiliate 00:00 Module 2_ Being A Successful Seller Module 2_ Being A Successful Seller 00:00 Module 3_ Choosing a Product Module 3_ Choosing a Product 00:00

The Professional Certificate Course in Leadership, Performance and Assessment in Public Health equip participants with the skills and knowledge needed to lead public health initiatives effectively. The course covers topics such as performance management, leadership principles, and assessment strategies specific to public health. The Professional Certificate Course in Leadership, Performance and Assessment in Public Health is designed to provide participants with the skills and knowledge necessary to lead and manage public health initiatives effectively. After the successful completion of the course, you will be able to learn about the following, Leadership in Public Health Enhancing workers performance Training and development of workers in Public Health Skills required in Public Health and role of leadership Geographic Information System (GIS) in Public Health Assessment in Public Health Various assessment methodologies Evaluation in Public Health Role of technology Computer applications in public health The Professional Certificate Course in Leadership, Performance and Assessment in Public Health equips participants with the skills and knowledge needed to lead public health initiatives effectively. The course covers topics such as performance management, leadership principles, and assessment strategies specific to the field of public health. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Leadership, Performance and Assessment in Public Health Self-paced pre-recorded learning content on this topic. Professional Certificate Course in Leadership, Performance and Assessment in Public Health Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. Public health professionals seeking to enhance their leadership and management skills Individuals interested in pursuing a career in public health leadership or management Health policymakers and administrators looking to improve public health outcomes in their communities Students and recent graduates interested in gaining a deeper understanding of leadership and performance management in public health. Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

Do you want to start a career in Logistics Management? Are you interested in learning the Logistics management skills and knowledge needed for this role but do not know where to start? To expand your professional career, enrol in this Level 4 Logistics Management course right now. This course is designed to provide you with a solid understanding of logistics, ensuring that you are familiar with the components of a logistics system as well as the many types of logistics management. The course will also introduce you to the topic of business logistics and the goals of logistics management. This Course comprises a series of easy-to-digest, in-depth lessons that will offer you a deep, expert level of knowledge. This course will provide you with the skills you need to land your dream job. Enrol now and start learning. Learning Outcomes After completing this course, you will be able to - Describe logistics management as well as what it entails. Build a strong logistics system. Describe supply chain management and supply chain movement. Know about sourcing, purchasing, and procurement. Explain various distribution networks. Keep track of your supplier relationships. Investigate resource management and planning. Recognize the connection between transportation and logistics. Why Choose Level 4 Logistics Management Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. **Level 4 Logistics Management** Course 01: Level 4 Logistics Management Course 02: Level 7 Business Management Course Course 03: Level 7 Diploma in Facilities Management Course Course 04: Level 5 Negotiation Skills Course Course 05: Level 5 Diploma in Business Analysis Course 06: Level 1 Business Management Course 07: Anger Management Course 08: Communication Skills Course ***Other Benefits of Level 4 Logistics Management*** Free 8 PDF Certificate Lifetime Access Free Retake Exam Tutor Support ------------------------- [ Note: Free PDF certificate as soon as completing the course ] Course Curriculum Module 01: An Overview of Logistics Management The Logistics System The Logistics Cycle Key Logistics Terms Logistics Comparisons An Introduction to Key Concepts Module 02: Logistics, the Supply Chain and Competitive Strategy Supply Chain Management is a Wider Concept than Logistics Competitive Advantage The Supply Chain Becomes the Value Chain The Mission of Logistics Management The Supply Chain and Competitive Performance Module 03: Product Design, Cleaner Production and Packaging Background Product Design for Environmental and Sustainable Logistics Selection of Materials Cleaner Production Packaging for the Environment Module 04: Sustainable Purchasing and Procurement The Role of Procurement In the Supply Chain What Is Sustainable Procurement? Drivers and Barriers for Sustainable Procurement Procurement Frameworks Comparing Purchasing Options Module 05: Sustainable Warehousing The Environmental Impact of Warehouses The Roles and Functions of Warehouses Warehouse Location Handling Equipment Assessing the Impact Reduction of Environmental Impact Social Dimension of Sustainability in Warehousing Risks and Vulnerability in Warehousing Module 06: Understanding Customer Service Introduction Why Is Customer Service Important? The Basics of Customer Service Developing a Customer Service Policy Understanding the Levels of Customer Service The Process of Measuring Customer Service Module 07: Basic Inventory Planning and Management Need of Hold Stock Different Kinds of Stockholding/ Inventory Understanding the Cost of Inventory Why does Inventory Costs Increase? Understanding the Inventory Replenishment Systems Understanding the Recorder Point and Safety Stock Module 08: Freight Transport Management Impact of Freight Transport Transport Modes Strategies to Reduce Environmental Impact of Freight Transport Wider Aspects of Sustainability in Freight Transport Module 09: Reverse Logistics and Recycling Product Recovery Options Reverse Logistics Recycling ------------------------- ***GIFT Courses: Course 01: Level 7 Business Management Course Module 01: Introduction Module 02: Financial Resource and Investment Management Module 03: Succession Planning Module 04: Risk Management Module 05: Supply Chain Management Module 06: Human Resource Management Module 07: Leadership and Management Module 08: Change Management Module 09: Conflict Management Module 10: Project Management Module 11: Communication Management Module 12: Entrepreneurship and Small Business Management Module 13: UK Business Law ------------------- Course 02: Level 7 Diploma in Facilities Management Course Module 01: Introduction to Facilities Management Module 02: Developing a Strategy for Facilities Management Module 03: Facilities Planning Module 04: Managing Office WorkSpace Module 05: Vendor Management & Outsourcing Module 06: Managing Change Module 07: Managing Human Resources Module 08: Managing Risk Module 09: Facilities Management Service Providers Module 10: Managing Specialist Services Module 11: Public-Private Partnerships and Facilities Management Module 12: Health, Safety, Environment and UK Law ------------------- Course 03: Level 5 Negotiation Skills Course Module 01: An Overview of Negotiation Module 02: How to Prepare For Negotiations Module 03: The Process of Negotiation Module 04: Ways of Developing Persuasion & Influencing Skills Module 05: Ways of Developing Communication Skills Module 06: How to Develop Active Listening Skills Module 07: Comprehending Body Language Module 08: Assertiveness and Self Confidence Module 09: Managing Anger Module 10: Managing Stress Module 11: Negotiation Tactics to Closing a Better Deal Module 12: Ways of Overcoming Sales Objections ------------------- Course 04: Level 5 Diploma in Business Analysis ------------------- Course 05: Level 1 Business Management ------------------- Course 06: Anger Management ------------------- Course 07: Communication Skills Course Assessment Method After completing each module of the Level 4 Logistics Management, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this course, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This Level 4 Logistics Management is perfect for - Job Seekers Student Fresh Graduate Organisational Manager Company Owner Requirements There are no specific requirements for Logistics Management course because it does not require any advanced knowledge or skills. Students who intend to enrol in Level 4 Logistics Management Course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Certificates Certificate of completion Digital certificate - Included

Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with Intermediate IT skills who wish to learn Computer Vision with tensor flow 2 Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Working in a hands-on learning environment, led by our Computer Vision expert instructor, students will learn about and explore how to Build, train, and serve your own deep neural networks with TensorFlow 2 and Keras Apply modern solutions to a wide range of applications such as object detection and video analysis Run your models on mobile devices and web pages and improve their performance. Create your own neural networks from scratch Classify images with modern architectures including Inception and ResNet Detect and segment objects in images with YOLO, Mask R-CNN, and U-Net Tackle problems faced when developing self-driving cars and facial emotion recognition systems Boost your application's performance with transfer learning, GANs, and domain adaptation Use recurrent neural networks (RNNs) for video analysis Optimize and deploy your networks on mobile devices and in the browser Computer vision solutions are becoming increasingly common, making their way into fields such as health, automobile, social media, and robotics. Hands-On Computervision with TensorFlow 2 is a hands-on course that thoroughly explores TensorFlow 2, the brandnew version of Google's open source framework for machine learning. You will understand how to benefit from using convolutional neural networks (CNNs) for visual tasks. This course begins with the fundamentals of computer vision and deep learning, teaching you how to build a neural network from scratch. You will discover the features that have made TensorFlow the most widely used AI library, along with its intuitive Keras interface. You'll then move on to building, training, and deploying CNNs efficiently. Complete with concrete code examples, the course demonstrates how to classify images with modern solutions, such as Inception and ResNet, and extract specific content using You Only Look Once (YOLO), Mask R-CNN, and U-Net. You will also build generative dversarial networks (GANs) and variational autoencoders (VAEs) to create and edit images, and long short-term memory networks (LSTMs) to analyze videos. In the process, you will acquire advanced insights into transfer learning, data augmentation, domain adaptation, and mobile and web deployment, among other key concepts Computer Vision and Neural Networks Computer Vision and Neural Networks Technical requirements Computer vision in the wild A brief history of computer vision Getting started with neural networks TensorFlow Basics and Training a Model TensorFlow Basics and Training a Model Technical requirements Getting started with TensorFlow 2 and Keras TensorFlow 2 and Keras in detail The TensorFlow ecosystem Modern Neural Networks Modern Neural Networks Technical requirements Discovering convolutional neural networks Refining the training process Influential Classification Tools Influential Classification Tools Technical requirements Understanding advanced CNN architectures Leveraging transfer learning Object Detection Models Object Detection Models Technical requirements Introducing object detection A fast object detection algorithm YOLO Faster R-CNN ? a powerful object detection model Enhancing and Segmenting Images Enhancing and Segmenting Images Technical requirements Transforming images with encoders-decoders Understanding semantic segmentation Training on Complex and Scarce Datasets Training on Complex and Scarce Datasets Technical requirements Efficient data serving How to deal with data scarcity Video and Recurrent Neural Networks Video and Recurrent Neural Networks Technical requirements Introducing RNNs Classifying videos Optimizing Models and Deploying on Mobile Devices Optimizing Models and Deploying on Mobile Devices Technical requirements Optimizing computational and disk footprints On-device machine learning Example app ? recognizing facial expressions

Duration 4 Days 24 CPD hours This course is intended for This course is geared for attendees with Intermediate IT skills who wish to learn Computer Vision with tensor flow 2 Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Working in a hands-on learning environment, led by our Computer Vision expert instructor, students will learn about and explore how to Build, train, and serve your own deep neural networks with TensorFlow 2 and Keras Apply modern solutions to a wide range of applications such as object detection and video analysis Run your models on mobile devices and web pages and improve their performance. Create your own neural networks from scratch Classify images with modern architectures including Inception and ResNet Detect and segment objects in images with YOLO, Mask R-CNN, and U-Net Tackle problems faced when developing self-driving cars and facial emotion recognition systems Boost your application's performance with transfer learning, GANs, and domain adaptation Use recurrent neural networks (RNNs) for video analysis Optimize and deploy your networks on mobile devices and in the browser Computer vision solutions are becoming increasingly common, making their way into fields such as health, automobile, social media, and robotics. Hands-On Computervision with TensorFlow 2 is a hands-on course that thoroughly explores TensorFlow 2, the brand-new version of Google's open source framework for machine learning. You will understand how to benefit from using convolutional neural networks (CNNs) for visual tasks. This course begins with the fundamentals of computer vision and deep learning, teaching you how to build a neural network from scratch. You will discover the features that have made TensorFlow the most widely used AI library, along with its intuitive Keras interface. You'll then move on to building, training, and deploying CNNs efficiently. Complete with concrete code examples, the course demonstrates how to classify images with modern solutions, such as Inception and ResNet, and extract specific content using You Only Look Once (YOLO), Mask R-CNN, and U-Net. You will also build generative adversarial networks (GANs) and variational autoencoders (VAEs) to create and edit images, and long short-term memory networks (LSTMs) to analyze videos. In the process, you will acquire advanced insights into transfer learning, data augmentation, domain adaptation, and mobile and web deployment, among other key concepts. Computer Vision and Neural Networks Computer Vision and Neural Networks Technical requirements Computer vision in the wild A brief history of computer vision Getting started with neural networks TensorFlow Basics and Training a Model TensorFlow Basics and Training a Model Technical requirements Getting started with TensorFlow 2 and Keras TensorFlow 2 and Keras in detail The TensorFlow ecosystem Modern Neural Networks Modern Neural Networks Technical requirements Discovering convolutional neural networks Refining the training process Influential Classification Tools Influential Classification Tools Technical requirements Understanding advanced CNN architectures Leveraging transfer learning Object Detection Models Object Detection Models Technical requirements Introducing object detection A fast object detection algorithm ? YOLO Faster R-CNN ? a powerful object detection model Enhancing and Segmenting Images Enhancing and Segmenting Images Technical requirements Transforming images with encoders-decoders Understanding semantic segmentation Training on Complex and Scarce Datasets Training on Complex and Scarce Datasets Technical requirements Efficient data serving How to deal with data scarcity Video and Recurrent Neural Networks Video and Recurrent Neural Networks Technical requirements Introducing RNNs Classifying videos Optimizing Models and Deploying on Mobile Devices Optimizing Models and Deploying on Mobile Devices Technical requirements Optimizing computational and disk footprints On-device machine learning Example app ? recognizing facial expressions