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Artem - Switzerland£32
£32Machine Learning Mastery: From Basics to Applications
In this course, students will delve into the exciting world of machine learning, gaining a comprehensive understanding of its principles and applications. Designed and taught by Artem, a seasoned data scientist and experienced tutor, this class is perfect for aspiring data analysts, programmers, and anyone eager to harness the potential of machine learning. Throughout the course, students will: * Master the fundamentals of Python programming, essential for machine learning implementation. * Explore various machine learning algorithms, including regression, classification, clustering, and dimensionality reduction. * Learn to preprocess and manipulate data effectively, ensuring optimal performance of machine learning models. * Gain hands-on experience in developing and deploying machine learning solutions, from data acquisition to model evaluation. * Understand the ethical considerations and implications of machine learning in real-world scenarios. * Artem's teaching approach emphasizes practical learning, with interactive sessions, engaging exercises, and real-world case studies. Homework assignments and periodic progress reports ensure students stay challenged and motivated throughout the course. Whether you're a beginner or have some experience in data analysis, this course provides a solid foundation in machine learning, equipping you with the skills and knowledge to excel in this rapidly evolving field. Join us and unlock the power of data with machine learning!
Computer programming
Fahim - India£6
£6Android Application Development Fundamentals For Beginners & Intermediate
In this comprehensive class, we delve into the essential foundations of Android app development, covering both theoretical concepts and practical implementations. Throughout the course, students will gain proficiency in a wide range of topics, from object-oriented programming principles to the creation of sophisticated application user interfaces. Here's a breakdown of what we'll cover: 1. Basics of Android App Development: Introduction to the Android platform and its ecosystem. Understanding the Android development environment, including Android Studio and the Android SDK. Exploring the components of an Android application, such as activities, fragments, intents, and layouts. Hands-on exercises to build simple Android apps from scratch. 2. Object-Oriented Concepts and Standard Design Patterns: Explanation of core object-oriented programming (OOP) concepts such as inheritance, polymorphism, encapsulation, and abstraction. Introduction to common design patterns like Singleton, Factory, Observer, and MVC (Model-View-Controller). Practical examples and discussions on when and how to apply design patterns in Android app development. 3. Writing Code Using Architecture Design Patterns: Deep dive into modern architecture design patterns such as MVVM (Model-View-ViewModel), MVP (Model-View-Presenter), and Clean Architecture. Hands-on coding sessions to implement these patterns in Android projects. Best practices for structuring Android codebase for scalability, maintainability, and testability. 4. Understanding Large and Complex Code Bases: Techniques for navigating and understanding large Android codebases. Strategies for keeping code clean, modular, and maintainable. Code refactoring exercises and discussions on code quality metrics and tools. 5. Open-Source Contributions and Project-Based Learning: Introduction to open-source Android projects and communities. Guidance on contributing to open-source projects and leveraging them for learning. Project-based assignments to apply learned concepts and techniques in real-world scenarios. 6. Mentoring for Self-Projects and Guidance Provided: One-on-one mentoring sessions to provide personalized guidance and support for self-initiated projects. Feedback and code reviews to help students improve their coding skills and project implementations. Assistance in overcoming challenges and roadblocks encountered during project development. By the end of this class, students will not only have a solid understanding of Android app development fundamentals but also possess the skills and knowledge required to tackle complex Android projects with confidence. Whether you're a beginner looking to start your journey in Android development or an experienced developer aiming to level up your skills, this class is designed to empower you with the expertise needed to succeed in the dynamic world of Android app development.
Java · Android · Computer programming
Abdullah - Egypt£17
£17Comprehensive Web Development Mastery Course for All Levels
Trusted teacher: Dive into the dynamic world of web development with our comprehensive course designed to transform you from a novice to a professional developer. This journey will cover everything from the fundamentals to advanced techniques, ensuring a thorough grasp of web development. For Beginners: Start with the basics of HTML, CSS, and JavaScript. Learn how to create simple websites by understanding the structure of web pages, styling them, and making them interactive. No prior experience needed—just a passion to learn! Intermediate Level: Enhance your skills as you delve into responsive designs and front-end frameworks like Bootstrap and React. Begin to explore server-side programming with Node.js, understanding how to manage data with databases like Postgresql and MongoDB. Advanced Techniques: For those who are ready to take their skills to the next level, we'll cover advanced topics such as API integration, security practices, and the development of single-page applications. Learn performance optimization techniques and how to use modern tools like Docker and Kubernetes to deploy applications efficiently. Course Outcomes: - Build various types of websites and applications from scratch. - Understand both client and server-side programming. - Prepare to tackle real-world projects with advanced web development techniques. - Achieve proficiency in multiple frameworks and technologies that employers value.
Computer programming · Web development · Computer science
Khaled - Egypt£13
£13Content for teaching programming to children and young people remotely, anywhere
Trusted teacher: Are you looking for a fun and engaging way to teach children and young teens the basics of programming? Distance programming education content provides a unique educational experience, where children can learn basic programming skills from the comfort of their homes, using interactive and fun educational tools and methods. What distinguishes the content of distance learning programming? Interaction: The content of distance learning programming focuses on interaction and participation, which makes the learning process fun and attractive for children. Self-learning: Remote programming education content allows children to learn at their own pace Global Access: Children from all over the world can access programming content remotely, without having to attend traditional classes. Flexibility: Distance programming education content allows learners to learn at any time that suits them, from anywhere in the world. Diversity: The distance learning programming content offers a variety of topics and activities, ensuring the participation of all learners. The content of distance learning programming covers a variety of topics, including: Programming Basics: Learn how to write code using simple programming languages like Scratch and Python. Problem Solving: Developing problem solving skills through programming. Logical Thinking: Improve logical thinking skills through programming. Creativity: Encouraging creativity by designing unique programming projects. Teamwork: Enhance teamwork skills by collaborating on group programming projects. the benefits: Teaching coding to children and young teens offers many benefits, including: 21st Century Skills: Learn essential 21st century skills such as problem solving, logical thinking and creativity. Preparing for the Future: Preparing children for an increasingly technology-driven future. Enhancing self-confidence: Building self-confidence through completing successful programming projects. Develop critical thinking skills: Improve critical thinking skills by analyzing problems and developing solutions. Enhancing communication skills: Develop communication skills by working with others on group programming projects. Content of distance learning programming: Are you ready to start teaching your kids the secrets of programming? Distance programming education content provides an ideal gateway to enter the fun and useful world of programming. Start teaching your children programming skills that will help them succeed in the future today!
Computer programming · Tutoring · Computer basics
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