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
A comprehensive introduction to the modern microservices architecture based on the most popular technologies such as .NET Core, Docker, Kubernetes, Istio Service Mesh, and many more.
Dive into the dynamic realm of WebGL 2D/3D Programming and Graphics Rendering through this comprehensive course. Explore various sections, from foundational concepts to advanced techniques in drawing objects, applying colors and textures, transforming objects, camera movement, lighting, and shading. Participants will develop the skills to create captivating and immersive graphics using WebGL technology. Learning Outcomes: Grasp the fundamentals of WebGL programming and graphics rendering. Create and manipulate objects using WebGL for both 2D and 3D environments. Apply colors and textures to enhance the visual quality of graphics. Implement object movement and transformation techniques. Understand camera manipulation and movement for dynamic views. Master lighting and shading techniques for realistic visual effects. Apply learned concepts to real-world graphics rendering projects. Develop proficiency in WebGL programming for interactive graphics applications. Why buy this WebGL 2D/3D Programming and Graphics Rendering? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the WebGL 2D/3D Programming and Graphics Rendering you will be able to take the MCQ test that will assess your knowledge. 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. Who is this course for? This WebGL 2D/3D Programming and Graphics Rendering course is ideal for Programmers and developers interested in graphics programming using WebGL. Computer graphics enthusiasts seeking to expand their knowledge and skills. Students pursuing degrees in computer science or related fields. Designers looking to integrate interactive and visually appealing graphics into their projects. Prerequisites This WebGL 2D/3D Programming and Graphics Rendering 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. Career path Junior Web Developer: £20,000 - £30,000 WebGL Developer: £30,000 - £45,000 Graphics Programmer: £35,000 - £50,000 Senior Software Engineer (Graphics): £45,000 - £70,000 Technical Lead (Graphics Programming): £60,000 - £90,000. Course Curriculum Section 01: Introduction WebGL vs OpenGL vs OpenGL ES 00:05:00 Setup Server (Mac, Windows and Linux) 00:05:00 Setup WebGL Project 00:08:00 Section 02: Drawing Objects WebGL Rendering Pipeline 00:04:00 Drawing A Point 00:22:00 Normalised Coordinates vs Device Coordinates 00:10:00 Drawing A Simple Triangle 00:06:00 Drawing A Line Using gl.LINES 00:03:00 Drawing A Line Using gl.LINE_STRIP & gl.LINE_LOOP 00:03:00 Drawing A Triangle With Lines Using gl.TRIANGLE_STRIP & gl.TRIANGLE_FAN 00:03:00 Drawing A Quad 00:07:00 Drawing A 3D Cube 00:24:00 Setup Three.js 00:06:00 Loading & Drawing A Model Using Three.js 00:16:00 Section 03: Colours and Textures Applying Color To Shapes 00:09:00 One Color Per Triangle 00:15:00 One Color Per Vertex Using Interpolation 00:02:00 Applying A Texture To Shapes 00:23:00 Texture Coordinates 00:08:00 Section 04: Moving & Transforming Objects Moving Objects Using Translation 00:06:00 Left Handed vs Right Handed Coordinate System 00:06:00 Sizing Objects Using Scaling 00:06:00 Combining Transformations 00:07:00 Section 05: Movement & Camera Mouse Input 00:11:00 Keyboard Input 00:09:00 Fixing Rotation and Adding Individual Rotation 00:08:00 Section 06: Lighting & Shading Ambient Lighting 00:13:00 Section 07 Resource Resource 00:00:00 Assignment Assignment - WebGL 2D/3D Programming and Graphics Rendering 00:00:00
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In this self-paced course, you will learn how to use TensorFlow 2 to build recurrent neural networks (RNNs). You will learn about sequence data, forecasting, Elman Unit, GRU, and LSTM. You will also learn how to work with image classification and how to get stock return predictions using LSTMs. We will also cover Natural Language Processing (NLP) and learn about text preprocessing and classification.
Description: Microsoft Access is a database management system (DBMS) from Microsoft. This software combines the relational Jet Database Engine with a graphical user interface and software-development tools. It can also import or link directly to data stored in other applications and databases. Through this course, you will learn the necessary skills, knowledge, and information about Microsoft Access 2013 for the beginner, intermediate, and advanced-level users. Then you learn the different components of the database so that you understand the structure underlying your data. Who is the course for? Professionals who want to learn about the Microsoft Access 2013 People who have an interest in learning all the features of the Access 2013 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 hardcopy at a cost of £39 or in PDF format at a 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 recognised 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 Microsoft Access for Beginners, Intermediate and Advanced course is a useful qualification to possess and would be beneficial for following careers: Software Engineer Technical Support Technical Sales Business Analyst Web Developer Software Tester. Microsoft Access for Beginners Module One - Getting Started 00:30:00 Module Two - Opening and Closing Access 01:00:00 Module Three - An Introduction to Databases 01:00:00 Module Four - Sharing Data Using Apps 01:00:00 Module Five - Working in Your App 01:00:00 Module Six - An Introduction to Desktop Databases 01:00:00 Module Seven - Performing Basic Table Tasks 01:00:00 Module Eight - Working with Fields 01:00:00 Module Nine - Working with Table Relationships 01:00:00 Module Ten - An Introduction to Queries, Forms, and Reports 01:00:00 Module Eleven - Protecting Your Data 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities - Microsoft Access for Beginners 00:00:00 Microsoft Access for intermediate level Module One - Getting Started 00:30:00 Module Two - Creating a Custom App 01:00:00 Module Three - Customizing App Actions 01:00:00 Module Four - Customizing Your App Views with Macros 01:00:00 Module Five - Working with Validation Rules and Messages 01:00:00 Module Six - Working with Macros 01:00:00 Module Seven - Advanced Query Tasks 01:00:00 Module Eight - Designing Forms 01:00:00 Module Nine - Advanced Reporting Tasks 01:00:00 Module Ten - Advanced Database Tools 01:00:00 Module Eleven - Working with the Access Environment 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities - Microsoft Access Intermediate Level 00:00:00 Microsoft Access Advanced Level Module One - Getting Started 00:30:00 Module Two - Using App Views 01:00:00 Module Three - Customizing Apps, Part One 01:00:00 Module Four - Customizing Apps, Part Two 01:00:00 Module Five - Working with More Record Tasks 01:00:00 Module Six - Using Advanced Field Tasks 01:00:00 Module Seven - Working in Table Design View 01:00:00 Module Eight - Working with the Expression Builder 01:00:00 Module Nine - Working with External Data 01:00:00 Module Ten - Creating Queries 01:00:00 Module Eleven - Creating Forms and Reports 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities - Microsoft Access Advanced Level 00:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Microsoft Access - Beginners, Intermediate, Advanced 00:30:00 Final Exam Final Exam- Microsoft Access - Beginners, Intermediate, Advanced 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
This course covers all the essential topics of PHP web development, such as syntaxes, loops, conditional statements, Bootstrap, GitHub, Heroku, XAMPP, and MySQL that every PHP developer needs to know. You will learn all these concepts by building and deploying a data-driven web application into the production.
The 'JavaScript Foundations for Everyone' course is a comprehensive introduction to JavaScript programming designed for learners of all levels. Covering fundamental concepts and practical examples, this course equips participants with a solid foundation in JavaScript, including variables, data types, functions, scope, asynchronous programming, and error handling. With step-by-step demos and interactive modules, learners will gain the skills needed to confidently write, debug, and implement JavaScript code. Learning Outcomes: Understand the author's background and expertise in JavaScript. Explore the fundamentals of JavaScript and its role in web development. Analyze the strengths and weaknesses of JavaScript as a programming language. Write and execute JavaScript code using the Chrome browser console. Master JavaScript variables, data types, and their practical applications. Gain proficiency in JavaScript functions, scope, and hoisting. Implement asynchronous programming using timeouts, callbacks, and promises. Develop flow control and error handling mechanisms for robust code. Why buy this JavaScript Foundations for Everyone? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the JavaScript Foundations for Everyone 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. Who is this course for? This JavaScript Foundations for Everyone does not require you to have any prior qualifications or experience. You can just enrol and start learning. Beginners with no prior programming experience looking to learn JavaScript. Web developers seeking to enhance their JavaScript skills and understanding. Students and learners interested in web development and programming. Professionals aiming to add JavaScript proficiency to their skill set. Prerequisites This JavaScript Foundations for Everyone 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. Career path Front-End Web Developer - Median earning of £25,000 - £45,000 per year. JavaScript Developer - Potential earning of £30,000 - £60,000 per year. Full-Stack Web Developer - Median earning of £35,000 - £65,000 per year. Software Engineer - Potential earning of £40,000 - £80,000+ per year. Web Development Instructor - Median earning of £25,000 - £45,000 per year. Course Curriculum JavaScript Foundations for Everyone Module 01: About the Author 00:04:00 Module 02: Introduction to JavaScript 00:11:00 Module 03: Strengths and Weaknesses of JavaScript 00:15:00 Module 04: Writing JavaScript in Chrome 00:06:00 Module 05: JavaScript Variables 00:07:00 Module 06: Demo of JavaScript Variables 00:10:00 Module 07: Basic Types of JavaScript 00:07:00 Module 08: JavaScript Boolean 00:08:00 Module 09: JavaScript Strings 00:18:00 Module 10: JavaScript Numbers 00:16:00 Module 11: JavaScript Objects 00:13:00 Module 12: Demo of JavaScript Objects 00:07:00 Module 13: JavaScript Arrays 00:09:00 Module 14: Demo of JavaScript Arrays 00:26:00 Module 15: JavaScript Functions 00:06:00 Module 16: Demo of JavaScript Functions 00:08:00 Module 17: JavaScript Scope and Hoisting 00:10:00 Module 18: Demo of JavaScript Scope and Hoisting 00:07:00 Module 19: Currying Functions 00:03:00 Module 20: Demo of Currying Functions 00:07:00 Module 21: Timeouts and Callbacks 00:04:00 Module 22: Demo of Timeouts and Callbacks 00:08:00 Module 23: JavaScript Promises 00:05:00 Module 24: Demo of JavaScript Promises 00:07:00 Module 25: Demo of Javascript Async 00:04:00 Module 26: Flow Control 00:06:00 Module 27: Demo of Flow Control 00:07:00 Module 28: JavaScript For Loop 00:07:00 Module 29: Demo of JavaScript For Loop 00:04:00 Module 30: Demo of Switch Statements 00:05:00 Module 31: Error Handling 00:09:00 Module 32: Demo Project 01:11:00
Embark on a Coding Odyssey: Unleash Your Potential with Embedded C Programming Course Dive into the heart of programming as we unveil the mysteries of Embedded C in our comprehensive course designed for both novices and coding enthusiasts. 'Embedded C Programming Course' is your passport to a world of limitless possibilities. From mastering the basics of C to navigating conditional executions, loops, arrays, pointers, and functions, this course is your roadmap to fluency in the language of coding. Our interactive modules, led by seasoned instructors, ensure that each concept is not just understood but absorbed, making your coding journey both engaging and effective. Learning Outcomes Acquire a solid foundation in C programming, from installing it on your computer to understanding characters and integers. Navigate conditional executions and loops with confidence, mastering if conditions, switch cases, for loops, and while loops. Delve into the intricacies of arrays, including creation, manipulation, and working with character arrays. Unlock the power of pointers, comprehending their role and functionality in the coding realm. Master the art of using functions, including global variables, returning values via pointers, and efficiently passing arrays. Why choose this Embedded C Programming Course? 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 Embedded C Programming Course for? Aspiring programmers eager to delve into the world of embedded systems. Computer science students seeking a practical understanding of C programming. Tech enthusiasts looking to enhance their coding skills. Professionals aiming to pivot into embedded systems development. Individuals curious about the mechanics of conditional executions, loops, arrays, pointers, and functions in C programming. Career path Embedded Systems Developer: £30,000 - £60,000 C Programmer: £25,000 - £45,000 Software Engineer: £35,000 - £65,000 Firmware Developer: £40,000 - £70,000 Systems Architect: £45,000 - £75,000 Technical Consultant: £50,000 - £80,000 Prerequisites This Embedded C Programming Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Embedded C Programming Course 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 Getting Started with C Install C on your computer 00:08:00 Addition of Numbers 00:10:00 Accepting Inputs with Scanf in C 00:05:00 Understanding Characters and Int in C 00:13:00 Division and MOD operators in C 00:06:00 Conditional Executions and Loops If Condition: Part 1 00:12:00 If Condition: Part 2 00:04:00 If Condition: Part 3 00:10:00 Switch Case 00:13:00 For Loop in C: Part 1 00:10:00 For Loop in C: Part 2 00:06:00 While Loop 00:08:00 Arrays in C Arrays: Part 1 00:12:00 Arrays: Part 2 00:09:00 Array Programs: Part 1 00:08:00 Array Programs: Part 2 00:12:00 Character Array in C 00:14:00 Character Array in C: Part 2 00:13:00 Character Array in C: Part 3 00:09:00 Convert int to String Array 00:11:00 Pointers and Functions Pointers: Part 1 00:17:00 Pointers: Part 2 00:09:00 Pointers: Part 3 00:08:00 Functions: Part 1 00:09:00 Functions: Part 2 00:09:00 Functions: Part 3 00:11:00 Functions: Part 4 00:10:00 Functions: Returning values via pointers 00:12:00 Functions: Global Variables and usage with functions 00:13:00 Passing Array to functions 00:06:00 Passing Char array (strings) to Functions 00:16:00 Downloadable Resources Resource - Embedded C Programming Course 00:00:00
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