246 Programming Fundamentals courses in Leicester delivered Online

Unlock the power of programming with our Basic C# Coding course, designed for beginners eager to embark on a coding journey. Dive into the world of C#, a versatile programming language that forms the backbone of numerous software applications. From understanding the foundations of C# and the .NET Framework to mastering key concepts like operators, statements, and control flow, this course offers a comprehensive introduction to C# coding. Get hands-on experience with arrays, lists, file structures, and dates, and learn essential debugging techniques to ensure your code runs smoothly. Whether you're looking to kickstart a career in software development or want to enhance your problem-solving skills, this course is the ideal starting point to unravel the art of programming. Learning Outcomes Gain a solid understanding of C# and the .NET Framework. Master C# basics, including operators, statements, and control flow. Explore the use of arrays, lists, and working with file structures. Learn to manipulate dates and effectively debug applications. Be prepared to take your coding skills to the next level with a strong foundation in C#. Why choose this Basic C# Coding 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 Basic C# Coding course for? Aspiring programmers and software development enthusiasts. Students and beginners seeking an introduction to C# coding. Professionals looking to enhance their problem-solving and logical thinking skills. Individuals considering a career in software development. Anyone curious about the world of programming and its endless possibilities. Career path Junior Software Developer: £20,000 - £35,000 Software Engineer: £30,000 - £60,000 Web Developer: £25,000 - £45,000 Application Developer: £25,000 - £50,000 Database Administrator: £25,000 - £45,000 Quality Assurance Analyst: £20,000 - £40,000 Prerequisites This Basic C# Coding does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Basic C# Coding 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: Introduction Course Introduction 00:02:00 Course Curriculum 00:07:00 How to get Pre-requisites 00:03:00 Getting Started on Windows or Linux 00:01:00 How to ask Great Questions 00:02:00 FAQ's 00:01:00 Section 02: Introduction to C# and .NET Framework Introduction to C# 00:07:00 C# vs .NET 00:04:00 What is CLR? 00:05:00 Architecture of .NET Application 00:09:00 Getting Visual Studio 00:07:00 First C# Hello World Application 00:16:00 Assessment Test 00:01:00 Solution for Assessment Test 00:01:00 05 Interview Questions and Answers 00:04:00 Section 03: C# Basic Introduction 00:03:00 Variables 00:24:00 C# Identifiers 00:08:00 Data Types 00:08:00 Type Casting 00:14:00 User Inputs 00:10:00 Comments 00:03:00 Assessment Test 00:01:00 Solution for Assessment Test 00:02:00 03 Interview Questions and Answers 00:02:00 Summary 00:02:00 Section 04: C# Operators Introduction 00:02:00 Arithmetic Operators 00:09:00 Assignment Operators 00:03:00 Comparison Operators 00:03:00 Logical Operators 00:03:00 Strings 00:10:00 String Properties 00:08:00 Booleans 00:06:00 Assessment Test 00:01:00 Solution for Assessment Test 00:01:00 03 Interview Questions and Answers 00:04:00 Summary 00:02:00 Section 05: C# Statements Introduction 00:02:00 If Conditions and Statements 00:12:00 Switch-Case Statements 00:09:00 Assessment Test 00:01:00 Solution for Assessment Test 00:02:00 03 Interview Questions and Answers 00:04:00 Summary 00:02:00 Section 06: C# Control Flow Statements Introduction 00:02:00 While Loop Statement 00:07:00 Do-While Statement 00:03:00 For Loop Statement 00:07:00 Foreach Statement 00:06:00 Break and Continue 00:03:00 Assessment Test 00:01:00 Solution for Assessment Test 00:01:00 03 Interview Questions and Answers 00:02:00 Summary 00:01:00 Section 07: C# Arrays and Lists Introduction 00:01:00 Arrays 00:13:00 Loop Through Arrays 00:10:00 Lists 00:07:00 Assessment Test 00:01:00 Solution for Assessment Test 00:02:00 03 Interview Questions and Answers 00:02:00 Summary 00:02:00 Section 08: Working with File Structure Introduction 00:01:00 System.IO Namespace 00:03:00 File and File Info 00:11:00 Directory and Directory Info 00:08:00 Getting File Path Information 00:05:00 Assessment Test 00:01:00 Solution for Assessment Test 00:01:00 03 Interview Questions and Answers 00:03:00 Summary 00:03:00 Section 09: Working with Dates Introduction 00:02:00 Datetime 00:10:00 TimeSpan 00:06:00 Assessment Test 00:01:00 Solution for Assessment Test 00:01:00 Summary 00:02:00 Section 10: Debugging Applications Introduction 00:02:00 Debugging Tools in Visual Studio 00:13:00 Call Stack Window 00:04:00 Locals and Autos Windows 00:04:00 Summary 00:02:00 Section 11: What's Next? Bonus Lecture for What Next? 00:02:00 Assignment Assignment - Basic C# Coding 00:00:00

🚀 Unleash the Power of C++ with our Exclusive Advanced Master Classes! 🚀 Ready to elevate your C++ skills to the next level? Dive deep into the world of Object-Oriented Programming (OOP) and Templates with our cutting-edge online course: 'Learn C++ Advanced: Master Classes on OOPs and Templates.'   🔥 What You'll Gain: ✅ Mastery of OOP Concepts: Go beyond the basics and discover advanced OOP principles that will make your code more robust, scalable, and maintainable. ✅ Template Magic: Unlock the true potential of C++ templates and learn how to leverage them for generic programming, creating flexible and efficient code. ✅ Real-world Applications: Gain practical insights by working on hands-on projects and real-world case studies, applying your newfound knowledge to solve complex problems. ✅ Expert Guidance: Learn from industry experts with years of experience in C++ development. Our instructors are dedicated to helping you grasp even the most challenging concepts. ✅ Comprehensive Curriculum: Cover a wide range of advanced C++ topics, from smart pointers and inheritance to template metaprogramming and design patterns. ✅ Lifetime Access: Get access to course materials, updates, and a vibrant community for a lifetime. Stay current with the latest C++ trends and technologies. ✅ Certification of Completion: Showcase your expertise with a prestigious certificate upon successfully completing the course. Stand out to employers and peers alike.   💡 Who Is This Course For? Whether you're a seasoned C++ developer looking to enhance your skills or a passionate learner eager to delve into advanced programming concepts, this course is tailored for you. It's the perfect stepping stone for those aiming to become elite C++ developers.   🌐 Why Choose Our Course? 🚀 Engaging Content: Our modules are designed for maximum engagement, combining video lectures, coding exercises, quizzes, and real-world projects.   🤝 Community Support: Join a thriving community of learners and interact with instructors and peers. Exchange ideas, seek help, and collaborate on projects.   🌟 Proven Results: Our students have reported increased confidence and success in their professional endeavors after completing our courses. Don't miss the opportunity to become a C++ master! Enroll now and unlock the full potential of your programming journey. Course Curriculum Module- 1 Introduction 00:00 Course Curriculum 00:00 Getting started on windows, mac or Linux 00:00 How to ask great questions 00:00 FAQ's 00:00 Get and Installing Visual Studio Editor 00:00 Creating First Project 00:00 C++ Hello World Program 00:00 Compile and Run a CPP Program 00:00 Module- 2 Introduction 00:00 What are oops 00:00 Data structures 00:00 What are access modifiers 00:00 Module- 3 Introduction 00:00 Creating a class 00:00 Creating an objects 00:00 Class methods 00:00 Adding parameters 00:00 Constructors 00:00 Constructor with parameters 00:00 Default constructor 00:00 The destructor 00:00 Get and set methods 00:00 Access modifiers 00:00 Static members 00:00 Module- 4 Introduction 00:00 Constant objects and functions 00:00 Pointers to class and object 00:00 Array of objects 00:00 Module- 5 Introduction 00:00 Overloading the equality operator 00:00 Overloading the stream insertion operator 00:00 Overloading the stream insertion operator 00:00 Overloading the binary arithmetic operators 00:00 Overloading the assignment operators 00:00 Overloading the unary operators 00:00 Overloading the subscript operator 00:00 Inline functions 00:00 Module- 6 Introduction 00:00 Inheritance 00:00 Protected members 00:00 Constructors and Inheritance 00:00 Destructors and Inheritance 00:00 Overriding methods 00:00 Polymorphism 00:00 Abstract classes 00:00 Final classes and methods 00:00 Deep inheritance and methods 00:00 Multiple Inheritance 00:00 Module- 7 Multiple Inheritance 00:00 What are exceptions 00:00 Throwing an exception 00:00 Catching an exception 00:00 Catching multiple exceptions 00:00 Create custom exceptions 00:00 Module- 8 Introduction 00:00 Creating a function template 00:00 Function template arguments 00:00 Overloading a function template 00:00 Creating a class template 00:00 Templates with multiple parameters 00:00

🚀 Unlock the Power of Web Design with Fundamentals of CSS Course Are you ready to take your web design skills to new heights? Dive into the world of cascading style sheets (CSS) with our comprehensive course, Fundamentals of CSS. Whether you're a budding web developer, a seasoned programmer looking to enhance your skill set, or a creative individual eager to unleash your design potential, this course is your gateway to success in the digital realm.   Why CSS Matters: CSS is the backbone of modern web design, allowing developers and designers to control the layout, presentation, and overall aesthetics of websites. With CSS, you can transform static web pages into dynamic, visually stunning experiences that captivate and engage users. By mastering CSS fundamentals, you'll gain the ability to create responsive designs, implement animations, and optimize user interfaces for maximum impact.   What You'll Learn: In our Fundamentals of CSS course, you'll embark on a journey of discovery through key concepts such as selectors, properties, and values. You'll learn how to style text, manipulate images, and craft immersive layouts that adapt seamlessly to various screen sizes and devices. With hands-on exercises and real-world examples, you'll build a solid foundation in CSS that will empower you to tackle any design challenge with confidence.   Benefits of Taking This Course: 🎨 Unleash Your Creativity: Learn how to express your unique vision through custom styles and design elements. 🌐 Enhance Your Skill Set: Add valuable skills to your repertoire and stay ahead in today's competitive job market. 💼 Boost Your Career Prospects: Open doors to exciting opportunities in web development, UI/UX design, and beyond. 📈 Increase Your Marketability: Stand out to employers and clients with a portfolio showcasing your CSS proficiency. 👩‍💻 Join a Thriving Community: Connect with like-minded individuals and expand your network within the tech industry.   Who is This For? Our Fundamentals of CSS course is perfect for: Aspiring web developers eager to learn the building blocks of modern web design. Design enthusiasts looking to expand their skill set and create visually stunning websites. Programmers seeking to enhance their proficiency in front-end development technologies. No prior experience in web design or programming is required-all skill levels are welcome!   Career Path: Upon completing the Fundamentals of CSS course, you'll be well-equipped to pursue a variety of exciting career paths, including:   👨‍💻 Front-End Developer: Create captivating user experiences by translating design concepts into functional, responsive websites. 🎨 UI/UX Designer: Craft intuitive interfaces and optimize user interactions to deliver exceptional digital experiences. 💼 Freelance Designer: Showcase your CSS expertise to clients and build a thriving freelance business offering web design services. 🌐 Digital Marketing Specialist: Develop visually compelling websites and landing pages that drive conversions and engage audiences. Don't miss out on this opportunity to master the art of CSS and unlock a world of possibilities in web design and development. Enroll in our Fundamentals of CSS course today and take the first step towards transforming your creative vision into reality!   FAQs (Frequently Asked Questions) Is this course suitable for beginners? Absolutely! Our Fundamentals of CSS course is designed to cater to learners of all skill levels, including those who are completely new to web design and programming. We provide step-by-step guidance and clear explanations to ensure that even beginners can grasp the core concepts of CSS with ease. Do I need any special software or tools to participate in the course? No, you don't need any specialized software or tools to enroll in our course. All you need is a computer with internet access and a modern web browser. We'll provide you with everything you need to get started, including access to online resources, code editors, and practice exercises. How long does it take to complete the course? The duration of the course can vary depending on your individual learning pace and schedule. On average, most students complete the Fundamentals of CSS course within [insert average duration here] weeks. However, you're free to study at your own pace and can access the course materials at any time, allowing you to tailor your learning experience to fit your needs. Will I receive a certificate upon completing the course? Yes, upon successfully completing the Fundamentals of CSS course, you'll receive a certificate of completion to showcase your achievement. This certificate can be added to your resume, LinkedIn profile, or portfolio to demonstrate your proficiency in CSS fundamentals to potential employers or clients. Are there any prerequisites for this course? While there are no strict prerequisites for enrolling in the Fundamentals of CSS course, having a basic understanding of HTML would be beneficial. However, we cover essential HTML concepts as part of the course curriculum, so you can still succeed even if you're not familiar with HTML beforehand. Is there any instructor support available during the course? Yes, we provide dedicated instructor support to assist you throughout your learning journey. Whether you have questions about course material, need clarification on a concept, or require additional assistance, our team of experienced instructors is here to help. You can reach out to us via email, discussion forums, or live chat for personalized support and guidance. Can I access the course content after completing it? Yes, once you've completed the Fundamentals of CSS course, you'll have lifetime access to the course materials. This means you can revisit the lessons, review the concepts, and continue honing your CSS skills whenever you like, even after completing the course. We hope these FAQs have addressed any concerns you may have had about our Fundamentals of CSS course. If you have any further questions or would like more information, feel free to reach out to our support team-we're here to help you succeed! Course Curriculum Chapter 1_ Introduction To CSS Chapter 1_ Introduction To CSS 00:00 Chapter 2_ Element Properties Chapter 2_ Element Properties 00:00 Chapter 3_ Colours Chapter 3_ Colours 00:00

Duration 3 Days 18 CPD hours This course is intended for This course is appropriate for advanced users, system administrators and web site administrators who want to use Python to support their server installations, as well as anyone else who wants to automate or simplify common tasks with the use of Python scripts. Students can apply the course skills to use Python in basic web development projects or automate or simplify common tasks with the use of Python scripts. Overview This skills-focused course is about 50% hands-on lab to lecture ratio, combining expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises. Working in a hands-on learning environment led by our expert instructor, you'll learn how to: Create working Python scripts following best practices Use python data types appropriately Read and write files with both text and binary data Search and replace text with regular expressions Work with with the standard library and its work-saving modules Create 'real-world', professional Python applications Know when to use collections such as lists, dictionaries, and sets Work with Pythonic features such as comprehensions and iterators Write robust code using exception handling Introduction to Python Programming Basics is a hands-on Python programming course that teaches you the key skills you?ll need to get started with programming in Python to a solid foundational level. The start of the course will lead you through writing and running basic Python scripts, and then guide you through how to use more advanced features such as file operations, regular expressions, working with binary data, and using the extensive functionality of Python modules. Extra emphasis is placed on features unique to Python, such as tuples, array slices, and output formatting. This course provides you with an excellent kick start for users new to Python and scripting, enabling you to quickly use basic Python skills on the job in a variety of ways. You?ll be able use Python in basic web development projects, or use it to automate or simplify common tasks with the use of Python scripts. The course also serves as a solid primer course / foundation for continued Python study in support for next level web development with Python, using Python in DevOps, Python for data science / machine learning or Python for systems admin or networking support. Python Quick View What is Python? Python timeline Advantages/disadvantages Installing Python Getting help The Python Environment Starting Python Using the interpreter Running a Python script Editors and IDEs Getting Started with Python Using variables Builtin functions String data Numberic data Converting types Console input/output Command line parameters Flow Control About flow control The if statement Relational and Boolean operators while loops Exiting from loops Array Types About array types Lists and list methods Tuples Indexing and slicing Iterating through a sequence Sequence functions, keywords, and operators List comprehensions and generators Working with Files File overview Opening a text file Reading a text file Writing to a text file Dictionaries and Sets About dictionaries Creating dictionaries Iterating through a dictionary About sets Creating sets Working with sets Functions Defining functions Returning values Parameters and arguments Variable scope Sorting The sorted() function Custom sort keys Lambda functions Sorting in reverse Using min() and max() Errors and Exception Handling Exceptions Using try/catch/else/finally Handling multiple exceptions Ignoring exceptions Modules and Packages Creating Modules The import statement Module search path Using packages Function and module aliases Getting Started with Object Oriented Programming and Classes About object-oriented programming Defining classes Constructors Understanding self Properties Instance Methods and data Class methods and data Inheritance Additional course details: Nexus Humans Introduction to Python Programming Basics (TTPS4800) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Introduction to Python Programming Basics (TTPS4800) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Overview This Deep Learning & Neural Networks Python - Keras: For Dummies course will unlock your full potential and will show you how to excel in a career in Deep Learning & Neural Networks Python - Keras: For Dummies. So upskill now and reach your full potential. Everything you need to get started in Deep Learning & Neural Networks Python - Keras: For Dummies is available in this course. Learning and progressing are the hallmarks of personal development. This Deep Learning & Neural Networks Python - Keras: For Dummies will quickly teach you the must-have skills needed to start in the relevant industry. In This Deep Learning & Neural Networks Python - Keras: For Dummies Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Deep Learning & Neural Networks Python - Keras: For Dummies skills to help you advance your career. Acquire a comprehensive understanding of various Deep Learning & Neural Networks Python - Keras: For Dummies topics and tips from industry experts. Learn in-demand Deep Learning & Neural Networks Python - Keras: For Dummies skills that are in high demand among UK employers, which will help you to kickstart your career. This Deep Learning & Neural Networks Python - Keras: For Dummies course covers everything you must know to stand against the tough competition in the Deep Learning & Neural Networks Python - Keras: For Dummies field.  The future is truly yours to seize with this Deep Learning & Neural Networks Python - Keras: For Dummies. Enrol today and complete the course to achieve a Deep Learning & Neural Networks Python - Keras: For Dummies certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Deep Learning & Neural Networks Python - Keras: For Dummies course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Deep Learning & Neural Networks Python - Keras: For Dummies course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Deep Learning & Neural Networks Python - Keras: For Dummies course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Deep Learning & Neural Networks Python - Keras: For Dummies is suitable for anyone aspiring to start a career in Deep Learning & Neural Networks Python - Keras: For Dummies; even if you are new to this and have no prior knowledge on Deep Learning & Neural Networks Python - Keras: For Dummies, this course is going to be very easy for you to understand.  And if you are already working in the Deep Learning & Neural Networks Python - Keras: For Dummies field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Deep Learning & Neural Networks Python - Keras: For Dummies course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Deep Learning & Neural Networks Python - Keras: For Dummies course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Deep Learning & Neural Networks Python - Keras: For Dummies course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Deep Learning & Neural Networks Python - Keras: For Dummies course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum 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 - Layer Tuning for Smaller Network 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 Multi-Layer Perceptron Model Development 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

💻🚀 Ready to code? Learn JavaScript programming with Compete High! From basics to DOM manipulation, this self-paced JavaScript course is perfect for beginners & pros. Earn your certificate and boost your career! 🎓🔥

Duration 1.5 Days 9 CPD hours This course is intended for This course is designed for software developers or anyone interested in building Android applications. Overview Install Android Studio. Writing a Java Program. Run a Java Program. Write a Java Comment. Understand Java Variables and Their Data Types. Acquiring Good Knowledge of Java Control Flow Statements. Understanding The Java Methods and Arrays. Understanding the Object-Oriented Programming (OOP) Concepts and Java Class. Developing applications for Android? systems requires basic knowledge of Java programming language. Introductory course that focuses on the fundamentals of Java programming language, its framework, syntax, and paradigm. First Step in Java The History of Java How Java Programs work? Install Java JDK and JRE Why did Google choose Java over other programming languages? Android OS Structure Install Android Studio Create and Run Java Projects Creating an Android Project (Java Project) Using Android Studio Writing a Java Program Java Methods Running a Java Program Write a Comment Java Variables and Their Data Type Control Flow Statements Introduction IF ? Else Statement If?Else and Else?If... Statement If Else and Logical Operators Switch Statement While Loop Do-while Loop For Loop The Break Statement The Continue Statement Methods and Arrays Introduction Method Structure Call Method by Value Call Method by Reference Arrays Enter Data to Java Program Object-Oriented Programming (OOP) Concepts Java Class Additional course details: Nexus Humans Java Fundamentals for Android Development training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Java Fundamentals for Android Development course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 5 Days 30 CPD hours This course is intended for This course is intended for anyone who is new to software development and wants, or needs, to gain an understanding of the fundamentals of coding and basics of C++ and object-oriented programming concepts. This course is for Non-Developers, or anyone who wants to have a basic understanding of and learn how to code C++ applications and syntax Overview Companies are constantly challenged to keep their applications, development projects, products, services (and programmers!) up to speed with the latest industry tools, skills, technologies and practices to stay ahead in the ever-shifting markets that make up today's fiercely competitive business landscape. The need for application, web and mobile developers and coders is seemingly endless as technologies regularly change and grow to meet the modern needs of demanding industries and clients. C++ and Programming Basics for Non-Programmers is a five-day, basic-level training course geared for IT candidates who have little or no prior experience in computer programming. Throughout this gentle introduction to programming and C++, students will learn to create applications and libraries using C++ using best practices and sound OO development techniques for writing object-oriented programs in C++. Special emphasis is placed on object-oriented concepts and best practices throughout the training. Fundamentals of the Program Development Cycle Computer Architecture The Notion of Algorithms Source Code vs. Machine Code Compile-Time vs. Run-Time Software Program Architecture Standalone Client/Server Distributed Web-Enabled IDE (Interactive Development Environment) Concepts Looping Constructs Counter-Controlled Repetition Sentinel-Controlled Repetition Nested Control Constructs break and continue Statements Structured Programming Best Practices Writing Methods (Functions) Static vs. Dynamic Allocation Declaring Methods Declaring Methods with Multiple Parameters Method-Call Stack Scope of Declarations Argument Promotion and Casting Designing Methods for Reusability Method Overloading Arrays Purpose of Arrays Declaring and Instantiating Arrays Passing Arrays to Methods Multidimensional Arrays Variable-Length Argument Lists Using Command-Line Arguments Using Environment Variables Deeper Into Classes and Objects Controlling Access to Class Members Referencing the Current Object Using this Overloading Constructors Default and No-Argument Constructors Composition of Classes Garbage Collection and Destructors The finalize Method Static Class Members Defining Classes Using Inheritance Application Development Fundamentals Structure of a C++ Program Memory Concepts Fundamental Data Type Declarations Fundamental I/O Concepts Fundamental Operators Arithmetic Operators Logical Operators Precedence and Associativity Building and Deploying a C++ Program Superclasses and Subclasses Advantages of Using Inheritance protected Class Members Constructors in Subclasses Increasing Convenience by Using Polymorphism Purpose of Polymorphic Behavior The Concept of a Signature Abstract Classes and Methods final Methods and Classes Purpose of Interfaces Using and Creating Interfaces Common Interfaces of the C++ API Files and Streams Concept of a Stream Class File Sequential Access Object Serialization to/from Sequential Access Files Fundamental Searching and Sorting Introduction to Searching Algorithms Linear Search Binary Search Introduction to Sorting Algorithms Selection Sort Insertion Sort Merge Sort Fundamental Data Structures Dynamic Memory Allocation Linked Lists Stacks Queues Trees Exception Handling Types of Exceptions Exception Handling Overview Introduction to Classes and Objects Classes, Objects and Methods Object Instances Declaring and Instantiating a C++ Object Declaring Methods set and get Methods Initiating Objects with Constructors Primitive Types vs. Reference Types Flow Control Conditional Constructs Exception Class Hierarchy Extending Exception Classes When to Throw or Assert Exceptions Formatted Output printf Syntax Conversion Characters Specifying Field Width and Precision Using Flags to Alter Appearance Printing Literals and Escape Sequences Formatting Output with Class Formatter Strings, Characters and Regular Expressions Fundamentals of Characters and Strings String Class String Operations StringBuilder Class Character Class StringTokenizer Class Regular Expressions Regular Expression Syntax Pattern Class Matcher Class Fundamental GUI Programming Concepts Overview of Swing Components Displaying Text and Graphics in a Window Event Handling with Nested Classes GUI Event Types and Listener Interfaces Mouse Event Handling Layout Managers Additional course details: Nexus Humans C Plus Plus and Programming Basics for Non-Programmers (TTCP2000) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the C Plus Plus and Programming Basics for Non-Programmers (TTCP2000) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 3 Days 18 CPD hours This course is intended for If you have worked in C++ but want to learn how to make the most of this language, especially for large projects, this course is for you. Overview By the end of this course, you'll have developed programming skills that will set you apart from other C++ programmers. After completing this course, you will be able to: Delve into the anatomy and workflow of C++ Study the pros and cons of different approaches to coding in C++ Test, run, and debug your programs Link object files as a dynamic library Use templates, SFINAE, constexpr if expressions and variadic templates Apply best practice to resource management This course begins with advanced C++ concepts by helping you decipher the sophisticated C++ type system and understand how various stages of compilation convert source code to object code. You'll then learn how to recognize the tools that need to be used in order to control the flow of execution, capture data, and pass data around. By creating small models, you'll even discover how to use advanced lambdas and captures and express common API design patterns in C++. As you cover later lessons, you'll explore ways to optimize your code by learning about memory alignment, cache access, and the time a program takes to run. The concluding lesson will help you to maximize performance by understanding modern CPU branch prediction and how to make your code cache-friendly. Anatomy of Portable C++ Software Managing C++ Projects Writing Readable Code No Ducks Allowed ? Types and Deduction C++ Types Creating User Types Structuring our Code No Ducks Allowed ? Templates and Deduction Inheritance, Polymorphism, and Interfaces Templates ? Generic Programming Type Aliases ? typedef and using Class Templates No Leaks Allowed ? Exceptions and Resources Exceptions in C++ RAII and the STL Move Semantics Name Lookup Caveat Emptor Separation of Concerns ? Software Architecture, Functions, and Variadic Templates Function Objects and Lambda Expressions Variadic Templates The Philosophers' Dinner ? Threads and Concurrency Synchronous, Asynchronous, and Threaded Execution Review Synchronization, Data Hazards, and Race Conditions Future, Promises, and Async Streams and I/O File I/O Implementation Classes String I/O Implementation I/O Manipulators Making Additional Streams Using Macros Everybody Falls, It's How You Get Back Up ? Testing and Debugging Assertions Unit Testing and Mock Testing Understanding Exception Handling Breakpoints, Watchpoints, and Data Visualization Need for Speed ? Performance and Optimization Performance Measurement Runtime Profiling Optimization Strategies Cache Friendly Code

Duration 5 Days 30 CPD hours This course is intended for This course is intended for new and experienced programmers that want to learn how to write and troubleshoot Python code. This is the Microsoft recommended course for preparing for the 98-381 test. Previous programming experience is not required but recommended. Overview By the end of this course, you will be able to: Create Operations using Data Types and Operators Create Control Flow Operations Create Input and Output Operations Write and Document code to solve a specified problem Troubleshoot Problems and Write Error Handling Operations Perform Operations Using Modules and Tools This five-day instructor-led course (three-day boot camp) is intended for students who want to learn how to write, debug and document Python code Module 1: Perform Operations Using Data Types and Operators Assign data types to variables Perform data and data type operations Perform Arithmetic, Comparison and Logical Operations Review Module 2: Control Flow with Decisions and Loops Construct and analyze code segments that use branching statements Construct and analyze code segments that perform iterations Review Module 3: Perform Input and Output Operations Create Python code segments that perform file input and output operations Create Python code segments that perform console input and output operations Review Module 4: Document and Structure Code Construct and analyze code segments Document code segments using comments and documentation strings Review Module 5: Perform Troubleshooting and Error Handling Analyze, Detect and Fix code segments that have errors Analyze and construct code segments that handle exceptions Review Module 6: Perform Operations Using Modules and Tools Use Built-In Modules to perform basic operations Use Built-In Modules to perform complex operations Review