3059 Software Development courses delivered Online

Course Overview To create interactive and effective web applications, JavaScript is one of the first choices for developers. Learn how you can use JavaScript and node.js to make your website more interactive and entertaining from this Learn Node.JS Framework in 2021 course and boost and update your programming skill. The Learn Node.JS Framework in 2021 course will teach you the steps of creating websites using JavaScript from scratch. You will familiarize yourself with the concepts of JavaScript and node.js, how node.js works and its beauty. You will learn about node package manager, asynchronous JavaScript and promises, event emitter, file system, creating a path and many other functions that node.js offers. This course will also help you to create a strong authentication and verification system so that you can secure your website from common threats and get notifications if there is any problem. This course is helpful to learn web development and will assist you to increase your skill in no time. Learning Outcomes Familiarize with node.js basics Be able to create API development Understand the basics of asynchronous JavaScript Learn how to create a login system and password hashing Be able to secure your device using user verification, data validation and email verification using node.js Learn in detail about authentication and authorization system Who is this course for? This course is ideal for anyone who wants to learn web designing or web development and use JavaScript to design their websites. This course will help you to understand the functions of JavaScript and node.js and how to design websites from scratch. Entry Requirement This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Certification After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path Learn Node.JS Framework in 2021 is a useful qualification to possess and would be beneficial for any related profession or industry such as: JavaScript Developers Web Developers App Developers Software Engineers Programmers Unit 01: Introduction Module 01: Introduction 00:02:00 Unit 02: Node.js Basics Module 01: Introduction 00:01:00 Module 02: What's & Why Node.js? 00:07:00 Module 03: Installation 00:01:00 Module 04: First Node.js app 00:12:00 Module 05: Mechanism of Node.js 00:07:00 Module 06: Event Loop 00:09:00 Module 07: Loop tick 00:04:00 Module 08: Modules 00:07:00 Unit 03: Asynchronous JavaScript Module 01: Introduction 00:01:00 Module 02: JSON format 00:03:00 Module 03: Callback pattern 1 00:05:00 Module 04: Callback pattern 2 00:03:00 Module 05: Callback hell 00:01:00 Module 06: Promises pattern 1 00:02:00 Module 07: Promises pattern 2 00:02:00 Module 08: Master promises 1 00:03:00 Module 09: Master promises 2 00:05:00 Module 10: async/await pattern 1 00:02:00 Module 11: async/await pattern 2 00:02:00 Module 12: Promisify a function 00:03:00 Unit 04: Core Modules Module 01: Introduction 00:01:00 Module 02: Event emitter I 00:03:00 Module 03: Event emitter II 00:02:00 Module 04: Event emitter III 00:03:00 Module 05: File system I 00:02:00 Module 06: File system II 00:01:00 Module 07: File system III 00:04:00 Module 08: Streams I 00:03:00 Module 09: Streams II 00:02:00 Module 10: Path I 00:02:00 Module 11: Path II 00:02:00 Module 12: Path III 00:02:00 Unit 05: npm Module 01: Introduction 00:01:00 Module 02: package.json file 00:01:00 Module 03: Commands I 00:02:00 Module 04: Commands II 00:03:00 Module 05: Commands III 00:04:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Course Overview Fast track your career as a Web Developer or designer, and master Three.js for creating animated computer graphics, and more. The Three.js & WebGL 3D Programming Course for Beginners will introduce you to the fundamental tools of Three.js for creating basic 3D web graphics, applications and games for web browsers. Taught by an expert instructor, you will learn how to perform a wide range of tasks, from model loading and rendering graphic information in 3D, to adding controls, and working with different lighting. This introductory training course will equip you with the professional skills to build different worlds and scenes, to help you put together an impressive portfolio to kickstart your career. This best selling Three.js & WebGL 3D Programming Course for Beginners has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Three.js & WebGL 3D Programming Course for Beginners is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Three.js & WebGL 3D Programming Course for Beginners is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Three.js & WebGL 3D Programming Course for Beginners is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Three.js & WebGL 3D Programming Course for Beginners, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Three.js & WebGL 3D Programming Course for Beginners will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Three.js & WebGL 3D Programming Course for Beginners to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

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

[vc_row][vc_column][vc_column_text] Description: Want to design and develop user-friendly websites and web applications for business or your career? There are many reasons why people want to set up a website. Whether it's for their own personal utilisation or their company's, knowing the fundamentals of web design is an invaluable skill to have. This Web Development Intermediate Level Course teaches the essentials of front-end and back-end web development, taking you through three core areas. Designing a website without experience is risky business. To help you get started, this web Development course will teach the fundamental skills of a junior web developer. You will learn the importance of a content-rich website, get tips for creating a successful blog, and will be trained on the essentials of HTML, CSS and Javascript. You will also gain an insight into programming languages and server-side scripting. This course includes introductory training on two top web development tools; CoffeeCup and Dreamweaver, as well as step-by-step guidance on how to build a blog with WordPress. On completion, you will have the coding skills and confidence to apply your knowledge in the real world and will be job-ready to fast track your career as a full-stack developer. Who is the course for? Professionals and other businessmen who want to learn about web development People who have an interest in Website Development and how you could work into web designing and development industry Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Web Development Intermediate Level course will be very beneficial and helpful, especially to the following careers: Businessman Marketing and Promotions Specialists Marketing Managers Product Creators Programmers Sales Managers Sales and Promotions Specialists Top Executives Website Developer. [/vc_column_text][/vc_column][/vc_row] Basic Coding for Web Development HTML Basics 00:30:00 CSS Basics 01:00:00 Web Design & Development: HTML5, CSS3 and JavaScript 02:00:00 Web Development Basics What Are Niche Website? 01:00:00 The Role Of Visualization In Education 00:15:00 Identify Your Best Platform Or Software 01:00:00 Select A Web Host 01:00:00 Collect Your Site 00:15:00 Building A Content Rich Website 00:15:00 Build Backlinks 00:30:00 Use SEO, Multimedia And Social Sites 01:30:00 Use Analytics 01:00:00 Wrapping Up 00:15:00 Web Designing The Best Website Design for Your Business 01:00:00 What's in a Domain Suffixes 00:31:00 Website Design Terminology 01:00:00 CSS Explanation 01:00:00 Website Designs & Power Stations 01:00:00 How Can I Build my Website for Free 01:00:00 Six Steps to Website Design for Beginners 01:00:00 Dreamweaver or CoffeeCup for Website Design 01:00:00 Using Dreamweaver to Create your Site Layout 00:30:00 Three Crucial Steps to Creating Your Website 01:00:00 Dos and Don'ts of Website Creation9 01:00:00 SEO Basics for Effective Website Design 01:30:00 Ideas for Your Internet Business Website Design 01:00:00 Immediately Applicable Design Tips for a User-Friendly Website 01:00:00 6 Best Reasons to Create a Website 01:00:00 Common Mistakes in Website Design 01:00:00 Too Much or Too Little 00:30:00 Why Successful Website Development is Committed to Design 01:00:00 Ideas for Your Personal Website Design 01:00:00 How to Create a Social Networking Website to Enhance your Business 01:00:00 Tips for Designing an Affiliate Website 01:00:00 How to Use WordPress for your Website 01:30:00 Top 14 Reasons to Create a Blog 00:30:00 Tips for Designing a Successful Blog 00:30:00 More Tips Ahead 00:30:00 Mock Exam Mock Exam- Web Development Intermediate Level 00:30:00 Final Exam Final Exam- Web Development Intermediate Level 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Gain the solid skills and knowledge to kickstart a successful career and learn from the experts with this

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Description Take your steps towards learning the advanced concepts of SQL by taking this SQL Developer 2014 Advanced. Through the course, you will master SQL skills and be able to take full command of SQL. You will learn to create materialised views and improve performance by using simple SQL syntax. Learn about partition the tables and performance optimisation using SQL partitioning and explore how to use analytic SQL to aggregate, analyse and report, and model data using the SQL analytic capabilities. You will also learn to interpret the concept of a hierarchical query, create a tree-structured report, format hierarchical data, and exclude branches from the tree structure by practising SQL Hierarchical features. Use of regular expressions and sub-expressions to search, match and replace strings using SQL built-in functions also explained in this course. Step up to the next level to learn more about the advanced SQL theories which will put you better in your performance and career advancement. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Module: 01 Topic A Partitioning FREE 00:20:00 Topic B Creating Partition Tables 00:30:00 Topic C Querying Partitions 00:14:00 Topic D Managing Partitions 00:17:00 Module: 02 Topic A Complex Querying 00:22:00 Topic B Rankings 00:15:00 Topic C SubQueries 00:21:00 Topic D Common Table Expressions 00:17:00 Module: 03 Topic A Complex Data and Structures 00:26:00 Topic B Efficient Queries 00:36:00 Topic C Complex Queries 00:17:00 Module: 04 Topic A XML Data Type 00:28:00 Topic B XML Schemas 00:17:00 Topic C Querying XML 00:20:00 Topic D Best Practices 00:08:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Enter the dynamic world of game development with our 'Visual Scripting in Unity Masterclass.' This course is designed to catapult you into the realm of Unity, a leading game development platform, with a focus on visual scripting. Imagine the thrill of bringing your game ideas to life without delving deep into traditional coding. The course begins with an engaging introduction to Unity, setting you up with the essential tools and knowledge. As you progress, you'll dive into the core of visual scripting within Unity, unlocking the power to create complex game mechanics intuitively. Journey through the practical application of these skills as you develop a universal win-lose panel, an essential component in many games. The course then takes a creative leap into building a bridge game, applying visual scripting techniques to craft engaging gameplay. This hands-on approach ensures that by the end of the course, you'll have not only theoretical knowledge but also practical experience in game development using Unity. Whether you're an aspiring game designer, a developer looking to expand your skill set, or a hobbyist interested in game creation, this masterclass offers you the tools and knowledge to excel in the exciting world of visual scripting in Unity. Learning Outcomes Acquire a solid understanding of Unity and its interface. Master the basics and advanced techniques of visual scripting in Unity. Learn to create a universal win-lose panel for games. Develop skills in designing and scripting a bridge-building game. Enhance your overall game development proficiency with Unity's tools. Why choose this Visual Scripting In Unity Masterclass? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Visual Scripting In Unity Masterclass for? Game development enthusiasts eager to learn Unity. Aspiring game designers interested in visual scripting. Programmers looking to broaden their skill set in game development. Hobbyists interested in creating their own games. Students of game design and development courses. Career path Game Developer - £25,000 to £40,000 Unity Developer - £24,000 to £38,000 Game Designer - £23,000 to £37,000 Interactive Media Designer - £22,000 to £35,000 Level Designer - £21,000 to £34,000 Scripting Engineer - £26,000 to £42,000 Prerequisites This Visual Scripting In Unity Masterclass does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Visual Scripting In Unity Masterclass was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Section 01: Course Introduction Lecture 01: Course Trailer 00:01:00 Lecture 02: Course Introduction 00:02:00 Section 02: Unity Short Introduction Lecture 03: Unity Hub Introduction 00:05:00 Lecture 04: Unity Introduction 00:24:00 Section 03: Visual Scripting In Unity Lecture 05: Visual Scripting Introduction 00:09:00 Lecture 06: Visual Scripting vs Coding 00:16:00 Lecture 07: Nodes and Fuzzy Finder Overview 00:04:00 Lecture 08: Connecting the Flow 00:07:00 Lecture 09: Variables Types 00:23:00 Lecture 10: Difference Between Embed and Graph Source 00:12:00 Lecture 11: Subgraphs (Super Units) 00:10:00 Lecture 12: Debugging Graphs and Null Check 00:04:00 Lecture 13: Graph Reevaluation and Cache Node 00:03:00 Lecture 14: Reduce Graph Size with Control Nodes 00:13:00 Lecture 15: Events and Custom Events 00:07:00 Lecture 16: Collections And Loops 00:14:00 Lecture 17: Script Machine vs State Machine 00:13:00 Section 04: Universal win loose panel Lecture 18: Reusable Panel UI Creation 00:09:00 Lecture 19: Reusable Panel Script Machine 00:08:00 Lecture 20: Reusable Panel Animation And Export 00:06:00 Section 05: Bridge Building Game Lecture 21: Bridge Builder Overview 00:01:00 Lecture 22: Starting and Background Creation 00:04:00 Lecture 23: Grid Shader with Shader Graph 00:07:00 Lecture 24: Bridge Connector Creation 00:07:00 Lecture 25: Bridge Bars Creation 00:04:00 Lecture 26: Bridge Creation State Machine 00:03:00 Lecture 27: Creating Bridge Bars with Connectors 00:10:00 Lecture 28: Fixing Position, Rotation and Size 00:09:00 Lecture 29: Multiple Bridge Bars at Once 00:05:00 Lecture 30: Reusing Bridge Connectors 00:11:00 Lecture 31: Fixing Bars Overlapping 00:09:00 Lecture 32: Clamping Max Length 00:05:00 Lecture 33: Creating Physics Joints 00:10:00 Lecture 34: Testing Physics 00:08:00 Lecture 35: Changing Bar Types 00:10:00 Lecture 36: Show Bridge Load Shader 00:10:00 Lecture 37: Creating Game Environment 00:08:00 Lecture 38: Bridge Budget Options 00:17:00 Lecture 39: Budget Slider Colors 00:03:00 Lecture 40: Adding Win Loose Panel 00:07:00

Artificial neural networks (ANNs) are the most powerful machine learning algorithms available today. They are capable of learning complex relationships in data, and they have been used to achieve state-of-the-art results in a wide variety of fields, including image recognition, natural language processing, and speech recognition. The Future of Machine Learning is Here! This Project on Deep Learning - Artificial Neural Network course will teach you how to build and train ANNs from scratch. You will learn about the different components of an ANN, such as the input layer, hidden layers, and output layer. You will also learn about the different activation functions that can be used in ANNs, and you will see how to optimise ANNs for different tasks. In addition to the theoretical concepts, you will also get experience with ANNs. You will work on a project where you will build an ANN to classify images. You will use the TensorFlow library to build your ANN, and you will see how to train your ANN on a dataset of images. By the end of this Project on Deep Learning - Artificial Neural Network course, you will have a deep understanding of ANNs and how to use them. You will be able to build your own ANNs to solve a variety of problems. You will also be able to use the TensorFlow library to build and train ANNs. So what are you waiting for? Enrol in this course today and start learning about the future of machine learning!   Learning Outcomes: Through this comprehensive course, you should be able to: Understand the fundamental concepts of deep learning and artificial neural networks. Install and configure an artificial neural network framework. Preprocess and structure data for optimal model performance. Encode data effectively for neural network training and predictions. Build and deploy artificial neural networks for real-world applications. Address data imbalance challenges and optimise model accuracy.   Who is this course for? This Project on Deep Learning - Artificial Neural Network course is ideal for: Data scientists and machine learning practitioners seeking to expand their knowledge. Software engineers interested in leveraging deep learning techniques. Students pursuing a career in artificial intelligence and machine learning. Professionals looking to enhance their skills in neural network development. Individuals with a passion for exploring advanced machine learning techniques.   Career Path  Our course will prepare you for a range of careers, including: Deep Learning Engineer: £40,000 - £100,000 per year. Machine Learning Researcher: £45,000 - £120,000 per year. Data Scientist: £50,000 - £110,000 per year. Artificial Intelligence Specialist: £55,000 - £130,000 per year. Software Engineer (specialising in AI): £45,000 - £100,000 per year. Research Scientist (Machine Learning): £50,000 - £120,000 per year. AI Consultant: £60,000 - £150,000 per year. Certification After studying the course materials of the Project on Deep Learning - Artificial Neural Network (ANNs) there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Prerequisites This Project on Deep Learning - Artificial Neural Network (ANNs) does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Project on Deep Learning - Artificial Neural Network (ANNs) was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection.   Course Curriculum Section 01: Introduction Introduction of Project 00:03:00 Section 02: ANN Installation Setup Environment for ANN 00:11:00 ANN Installation 00:09:00 Section 03: Data Preprocessing Import Libraries and Data Preprocessing 00:11:00 Data Preprocessing 00:07:00 Data Preprocessing Continue 00:10:00 Section 04: Data Encoding Data Exploration 00:10:00 Encoding 00:07:00 Encoding Continue 00:06:00 Preparation of Dataset for Training 00:04:00 Section 05: Steps to Build ANN Steps to Build ANN Part 1 00:06:00 Steps to Build ANN Part 2 00:06:00 Steps to Build ANN Part 3 00:06:00 Steps to Build ANN Part 4 00:09:00 Section 06: Predictions and Imbalance-Learn Predictions 00:11:00 Predictions Continue 00:08:00 Resampling Data with Imbalance-Learn 00:09:00 Resampling Data with Imbalance-Learn Continue 00:08:00

Description Register on the Deep Learning & Neural Networks Python - Keras 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 certificate as proof of your course completion. The Deep Learning & Neural Networks Python - Keras course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablets, 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 This Course Receive a digital 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 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.  Method of Assessment You need to attend an assessment right after the completion of this course to evaluate your progression. For passing the assessment, you need to score at least 60%. After submitting your assessment, you will get feedback from our experts immediately. Who Is This Course For The course is ideal for those who already work in this sector or are aspiring professionals. 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.   Course Content Course Introduction And Table Of Contents Course Introduction and Table of Contents 00:11:00 Deep Learning Overview Deep Learning Overview - Theory Session - Part 1 00:06:00 Deep Learning Overview - Theory Session - Part 2 00:07:00 Choosing Between ML Or DL For The Next AI Project - Quick Theory Session Choosing Between ML or DL for the next AI project - Quick Theory Session 00:09:00 Preparing Your Computer Preparing Your Computer - Part 1 00:07:00 Preparing Your Computer - Part 2 00:06:00 Python Basics Python Basics - Assignment 00:09:00 Python Basics - Flow Control 00:09:00 Python Basics - Functions 00:04:00 Python Basics - Data Structures 00:12:00 Theano Library Installation And Sample Program To Test Theano Library Installation and Sample Program to Test 00:11:00 TensorFlow Library Installation And Sample Program To Test TensorFlow library Installation and Sample Program to Test 00:09:00 Keras Installation And Switching Theano And TensorFlow Backends Keras Installation and Switching Theano and TensorFlow Backends 00:10:00 Explaining Multi-Layer Perceptron Concepts Explaining Multi-Layer Perceptron Concepts 00:03:00 Explaining Neural Networks Steps And Terminology Explaining Neural Networks Steps and Terminology 00:10:00 First Neural Network With Keras - Understanding Pima Indian Diabetes Dataset First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset 00:07:00 Explaining Training And Evaluation Concepts Explaining Training and Evaluation Concepts 00:11:00 Pima Indian Model - Steps Explained Pima Indian Model - Steps Explained - Part 1 00:09:00 Pima Indian Model - Steps Explained - Part 2 00:07:00 Coding The Pima Indian Model Coding the Pima Indian Model - Part 1 00:11:00 Coding the Pima Indian Model - Part 2 00:09:00 Pima Indian Model - Performance Evaluation Pima Indian Model - Performance Evaluation - Automatic Verification 00:06:00 Pima Indian Model - Performance Evaluation - Manual Verification 00:08:00 Pima Indian Model - Performance Evaluation - K-Fold Validation - Keras Pima Indian Model - Performance Evaluation - k-fold Validation - Keras 00:10:00 Pima Indian Model - Performance Evaluation - Hyper Parameters Pima Indian Model - Performance Evaluation - Hyper Parameters 00:12:00 Understanding Iris Flower Multi-Class Dataset Understanding Iris Flower Multi-Class Dataset 00:08:00 Developing The Iris Flower Multi-Class Model Developing the Iris Flower Multi-Class Model - Part 1 00:09:00 Developing the Iris Flower Multi-Class Model - Part 2 00:06:00 Developing the Iris Flower Multi-Class Model - Part 3 00:09:00 Understanding The Sonar Returns Dataset Understanding the Sonar Returns Dataset 00:07:00 Developing The Sonar Returns Model Developing the Sonar Returns Model 00:10:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Data Preparation - Standardization 00:15:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Layer Tuning for Smaller Network 00:07:00 Sonar Performance Improvement - Layer Tuning For Larger Network Sonar Performance Improvement - Layer Tuning for Larger Network 00:06:00 Understanding The Boston Housing Regression Dataset Understanding the Boston Housing Regression Dataset 00:07:00 Developing The Boston Housing Baseline Model Developing the Boston Housing Baseline Model 00:08:00 Boston Performance Improvement By Standardization Boston Performance Improvement by Standardization 00:07:00 Boston Performance Improvement By Deeper Network Tuning Boston Performance Improvement by Deeper Network Tuning 00:05:00 Boston Performance Improvement By Wider Network Tuning Boston Performance Improvement by Wider Network Tuning 00:04:00 Save & Load The Trained Model As JSON File (Pima Indian Dataset) Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 1 00:09:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 2 00:08:00 Save And Load Model As YAML File - Pima Indian Dataset Save and Load Model as YAML File - Pima Indian Dataset 00:05:00 Load And Predict Using The Pima Indian Diabetes Model Load and Predict using the Pima Indian Diabetes Model 00:09:00 Load And Predict Using The Iris Flower Multi-Class Model Load and Predict using the Iris Flower Multi-Class Model 00:08:00 Load And Predict Using The Sonar Returns Model Load and Predict using the Sonar Returns Model 00:10:00 Load And Predict Using The Boston Housing Regression Model Load and Predict using the Boston Housing Regression Model 00:08:00 An Introduction To Checkpointing An Introduction to Checkpointing 00:06:00 Checkpoint Neural Network Model Improvements Checkpoint Neural Network Model Improvements 00:10:00 Checkpoint Neural Network Best Model Checkpoint Neural Network Best Model 00:04:00 Loading The Saved Checkpoint Loading the Saved Checkpoint 00:05:00 Plotting Model Behavior History Plotting Model Behavior History - Introduction 00:06:00 Plotting Model Behavior History - Coding 00:08:00 Dropout Regularization - Visible Layer Dropout Regularization - Visible Layer - Part 1 00:11:00 Dropout Regularization - Visible Layer - Part 2 00:06:00 Dropout Regularization - Hidden Layer Dropout Regularization - Hidden Layer 00:06:00 Learning Rate Schedule Using Ionosphere Dataset - Intro Learning Rate Schedule using Ionosphere Dataset 00:06:00 Time Based Learning Rate Schedule Time Based Learning Rate Schedule - Part 1 00:07:00 Time Based Learning Rate Schedule - Part 2 00:12:00 Drop Based Learning Rate Schedule Drop Based Learning Rate Schedule - Part 1 00:07:00 Drop Based Learning Rate Schedule - Part 2 00:08:00 Convolutional Neural Networks - Introduction Convolutional Neural Networks - Part 1 00:11:00 Convolutional Neural Networks - Part 2 00:06:00 MNIST Handwritten Digit Recognition Dataset Introduction to MNIST Handwritten Digit Recognition Dataset 00:06:00 Downloading and Testing MNIST Handwritten Digit Recognition Dataset 00:10:00 MNIST Handwritten Digit Recognition Dataset MNIST Multi-Layer Perceptron Model Development - Part 1 00:11:00 MNIST Multi-Layer Perceptron Model Development - Part 2 00:06:00 Convolutional Neural Network Model Using MNIST Convolutional Neural Network Model using MNIST - Part 1 00:13:00 Convolutional Neural Network Model using MNIST - Part 2 00:12:00 Large CNN Using MNIST Large CNN using MNIST 00:09:00 Load And Predict Using The MNIST CNN Model Load and Predict using the MNIST CNN Model 00:14:00 Introduction To Image Augmentation Using Keras Introduction to Image Augmentation using Keras 00:11:00 Augmentation Using Sample Wise Standardization Augmentation using Sample Wise Standardization 00:10:00 Augmentation Using Feature Wise Standardization & ZCA Whitening Augmentation using Feature Wise Standardization & ZCA Whitening 00:04:00 Augmentation Using Rotation And Flipping Augmentation using Rotation and Flipping 00:04:00 Saving Augmentation Saving Augmentation 00:05:00 CIFAR-10 Object Recognition Dataset - Understanding And Loading CIFAR-10 Object Recognition Dataset - Understanding and Loading 00:12:00 Simple CNN Using CIFAR-10 Dataset Simple CNN using CIFAR-10 Dataset - Part 1 00:09:00 Simple CNN using CIFAR-10 Dataset - Part 2 00:06:00 Simple CNN using CIFAR-10 Dataset - Part 3 00:08:00 Train And Save CIFAR-10 Model Train and Save CIFAR-10 Model 00:08:00 Load And Predict Using CIFAR-10 CNN Model Load and Predict using CIFAR-10 CNN Model 00:16:00 RECOMENDED READINGS Recomended Readings 00:00:00