Imbalanced Learning (Unbalanced Data) - The Complete Guide
التصنيف الكامل: Development > Data Science > Machine Learning

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Spring Boot with Spring Framework
The Spring Framework and Spring Boot enable developers to create high-performing, reusable, easily testable, and loose coupling enterprise Java applications.It can be used to develop any Java application.Knowledge of the Spring framework has a huge demand in the enterprise market and Spring frameworks developers are paid handsomely.Having Spring Framework on your resume will highlight you amongst other Java developers.This course offers hands-on experience building Spring Framework applications using Spring Boot.This course will be interactive and fun as I will code all the projects from scratch.By taking this course you will have the latest skills that you need to build real applications using the Spring Framework.Requirements for this Course:Basic Java knowledge is requiredLearn Spring Boot :Spring Boot dependency injection Spring Core - IoCSpring MVCSpring Data JPASpring RESTMicroservices Spring Boot Annotation Who this course is for:The course is for all Java developers: beginners to advanced who want to master Spring framework modules with Spring BootThis learning path is for developers who wish to create their own web applications with Spring 5This course is ideal for developers who wish to use the Spring Frameworks for enterprise application development

Java 21 Mastery: The Complete and Fast-Paced Guide
"Java 21 Mastery: The Complete and Fast-Paced Guide" is an intensive and comprehensive course designed to help you master the latest version of Java programming. With a focus on Java 21, this course is perfect for beginner and experienced programmers looking to enhance their skills.The course covers all the essential concepts of Java programming, including object-oriented programming, data structures, algorithms, and more. You'll learn through video lectures, hands-on coding exercises, assignments, quizzes, and practice tests, ensuring a thorough understanding of the material.This course's hands-on approach will allow you to apply your newly gained knowledge in real-world scenarios. You'll start by setting up your Java development environment and then move on to learning the basics of Java syntax and control structures. As you progress through the course, you'll delve deeper into advanced topics, such as exception handling, multi-threading, and networking.By the end of this course, you'll have a solid foundation in Java 21 programming and be able to develop your applications using the latest Java technologies. You'll also profoundly understand the Java programming language, including best practices and design patterns, making you a highly competent Java developer.This course aims to help you master Java 21 quickly compared to other courses. With its comprehensive curriculum, hands-on approach, and fast-paced structure, you'll be able to reach your goals and advance your Java 21 skills quickly and efficiently. So, enroll now and take your programming skills to the next level with "Java 21 Mastery: The Complete and Fast-Paced Guide."

Python for Beginners: From Setup to Real Projects
Learn Python from scratch and build a strong foundation in programming—even if you have zero experience!This course is designed to take you step-by-step from installing Python to writing real-world programs. You’ll understand core concepts like data structures, control flow, functions, and more—then apply them in a practical milestone project.By the end of this course, you’ll be able to confidently write Python code and start building your own applications. What You’ll LearnInstall and set up Python on your systemUnderstand Python syntax and fundamentalsWork with data types like strings, lists, dictionaries, and tuplesUse comparison operators and logical operationsWrite clean and efficient Python code using statementsCreate reusable functionsBuild a real-world mini project Course Content Breakdown Section 2: Python Setup (59 minutes)Learn how to properly install and configure Python.Lectures include:Installing Python (Windows/Linux)Setting up IDE (VS Code / PyCharm)Running Python scriptsIntroduction to Jupyter Notebook Section 3: Python Object and Data Structure Basics (3.7 hours)This is the core foundation of Python programming.Topics covered:Numbers and arithmetic operationsStrings and string manipulationLists and list operationsDictionaries and key-value pairsTuples and immutabilitySets and unique valuesType conversion Section 4: Python Comparison Operators (23 minutes)Learn how Python makes decisions.Topics covered:Equality (==)Inequality (!=)Greater than / Less

ASP.NET WebForms Project: Build a Teachers Management System
Teacher Management System with ASP.NET Web FormsUnlock the potential of web development with our comprehensive course on building a Teacher Management System using ASP.NET Web Forms. This course is designed for aspiring web developers, educators, and IT professionals who want to create functional, database-driven applications for educational institutions.What You Will Learn:Understand the architecture and features of ASP.NET Web Forms.Design and implement a robust database schema tailored for managing teachers, departments, and subjects.Create user-friendly interfaces using master pages and server controls.Develop a complete web application from start to finish, including deployment strategies.This course is ideal for individuals with a basic understanding of programming and web technologies who are eager to expand their skills in a practical setting. Whether you're looking to enhance your career prospects or build a personal project, this course will equip you with the essential tools and knowledge.Join us and take the first step towards mastering web application development!My Approach"I've learned a lot myself from Udemy courses. My own learning style was to start with existing projects, go through them step-by-step, and then build my own from scratch. In the next chapter, I'll share this approach with you, showing how I transitioned from a beginner to a professional developer."My Experience"I've applied these skills to real-world projects, developing digital platforms like HMS and EMR systems. This course will give you a solid foundation to pursue similar projects."Course Overview"We'll cover the essential building blocks, culminating in a complete Employee Management System project. We'll focus on practical application and clear explanations. Let's get started!"

Unreal Engine: Control Rig For Cinematics and Game Animation
Unreal Engine: Control Rig For Cinematics and Game Animation:Is a course targeting small creators and teams by showcasing a solo friendly way of Creating animations and cinematics using the Unreal Engine.In this course, we will be making a Control rig for the included Character "Asuki"We'll be taking our fully rigged character and practice some animation basics such as Keyframing before we dive into creating game animations.Then we'll retarget some animations that we then will use in a Cinematic and to end it all off, we'll be diving into creating a custom Animation and Character Blueprint from scratch using Unreal Engine's built in Scripting Language.This course teaches multiple skills that can be combined into one single pipeline making it ideal for Indie Developers and small teams wanting to create content completely solo or anyone really who wants experience using Unreal Engine 5 as a creation tool.All Games needs some sort of trailer and 3D games generally need a whole lot of animation and thankfully Control rig makes that a breeze especially when you nail down the basics off it as it allows for a Drag/Drop/Animate/Render Approach.What we will learn1.Creating Forwards and Backwards solved ControlRigs2.Sequencer Navigation, Anim Layers and Anim Baking3. Creating basic Cinematics using sequencer4. AnimationSequence Blending5. IK Retargeting from Character to Character6. Creating Character and Animation Blueprints and make a controllable and animated character7. Rendering out Sequences and stich them together using Davinci Resolve"Free"If you want to Create your own, very uniquely styled animations as a solo creator or small team, this course is for you!Song: War

NodeJS & ExpressJS Masterclass: Beginner to Pro REST APIs
Your All-in-One Masterclass to Becoming a NodeJS ExpressJS ExpertTired of fragmented tutorials and incomplete lessons? This course is your definitive, step-by-step path to mastering Node.js and Express by building two production-ready backend applications—a scalable Food Delivery API and a robust e-Commerce API.By the end of this course, you won’t just write code—you’ll understand the why behind every solution, and you’ll have a portfolio featuring two impressive real-world projects that demonstrate your expertise to potential employers and clients.What You Will MasterComprehensive A-to-Z Learning: Start from scratch and build complete, deployable backend APIs with Node.js, Express, and MongoDB.Modern M.E.N. Stack: Become proficient with Node.js, Express, MongoDB, and Redis for advanced backend development.Advanced Security: Implement cutting-edge JSON Web Token (JWT) authentication and secure token blacklisting with Redis—skills that are essential for professional backend developers.Payments Monetization: Integrate Stripe for secure and seamless payment processing, perfect for e-commerce and delivery platforms.Performance Scalability: Optimize your applications with MongoDB indexing and Node.js clustering, boosting performance for large-scale use.Professional Deployment: Learn how to deploy your applications from local development to live production on Heroku, covering the entire development lifecycle.Bonus Features: Master Cron Jobs, regular expressions, geospatial queries, virtual fields, and more to build advanced and scalable applications.Why Enroll?The demand for expert Node.js developers is skyrocketing. This course is an investment in your future—it’s not just vide