7 repos
Awesome GitHub RepositoriesAI & Machine Learning Education
Educational content covering neural network theory, machine learning algorithms, and practical implementation guides for modern AI frameworks.
Explore 7 awesome GitHub repositories matching education & learning resources · AI & Machine Learning Education. Refine with filters or upvote what's useful.
Awesome AI & Machine Learning Education GitHub Repositories
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- jackfrued/Python-100-Days
This project is a comprehensive, day-by-day curriculum designed to guide learners through the Python programming language and its professional applications. The content spans from fundamental syntax and object-oriented design to advanced topics including database management, web development, data analysis, and machine
Jupyter Notebook - microsoft/generative-ai-for-beginners
This project is a comprehensive, open-source educational curriculum designed to guide developers through the mastery of generative artificial intelligence. It provides a structured learning path that covers foundational concepts, prompt engineering, and the practical application of large language models. The repository
Jupyter Notebookaiazurechatgpt - Shubhamsaboo/awesome-llm-apps
This repository serves as a comprehensive collection of resources, templates, and starter code for building artificial intelligence applications. It provides a centralized hub for developers to access practical implementations of common workflows, including retrieval-augmented generation pipelines and autonomous agent
Pythonagentsllmspython - tensorflow/models
This repository serves as a centralized collection of state-of-the-art deep learning architectures and reference implementations designed for research and application development. It provides a comprehensive toolkit for computer vision and natural language processing, offering pre-built models and training pipelines fo
Python - d2l-ai/d2l-zh
This project is an open-source, interactive educational platform designed to teach deep learning through a comprehensive, code-first curriculum. It provides a structured learning path that covers foundational mathematics, modern neural network architectures, and practical optimization techniques, enabling practitioners
Pythonbookchinesecomputer-vision - mlabonne/llm-course
This project is a comprehensive educational curriculum and engineering handbook focused on the lifecycle of large language models. It serves as a structured knowledge base for machine learning practitioners, covering the fundamental mathematical and architectural principles of transformer-based sequence modeling, as we
courselarge-language-modelsllm - Developer-Y/cs-video-courses
This project is a community-driven educational repository that serves as a comprehensive directory of university-level computer science video lectures. It provides a structured learning path for students and professionals, aggregating high-quality academic resources to facilitate self-paced study across a wide range of
algorithmsbioinformaticscomputational-biology
Explore sub-tags
- Agent Framework CoursesEducational content on core agent development concepts.
- Deep Learning Reference ImplementationsCurated code examples demonstrating best practices for constructing, training, and deploying neural networks.
- Framework Implementation Guides3 sub-tagsTechnical tutorials addressing specific framework-level operations and performance optimization techniques, distinct from high-level architectural theory.