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OSSU Math: A Free Self-Taught Education in Mathematics Curriculum
The OSSU Math repository offers a comprehensive, free, and self-taught curriculum for a complete education in mathematics. It leverages high-quality online materials from top universities like MIT and Harvard, guiding learners through core mathematics and advanced topics. Supported by a global community, this path is ideal for individuals seeking a rigorous mathematical foundation.
Anthropic Courses: Educational Materials for Claude API and Prompt Engineering
The Anthropic Courses repository offers a comprehensive suite of educational materials designed to teach users how to effectively work with the Claude SDK and master prompt engineering techniques. It includes five structured courses, guiding learners from API fundamentals to advanced topics like prompt evaluations and tool use. These resources are ideal for developers and AI enthusiasts looking to enhance their skills with Anthropic's AI models.
keybr.com: The Smartest Way to Learn Touch Typing and Improve Speed
keybr.com is an innovative open-source platform designed to help users master touch typing and significantly boost their typing speed. It offers a unique, data-driven approach, tracking individual keystrokes and generating personalized lessons to target weak areas. This makes it an intelligent tool for anyone looking to enhance their typing proficiency.
Picotron: Minimalistic 4D-Parallelism Framework for LLM Training Education
Picotron is a minimalistic and hackable distributed training framework designed for educational purposes. Inspired by NanoGPT, it focuses on pre-training Llama-like models using 4D Parallelism, making complex concepts accessible. Its simple and readable codebase, with core files under 300 lines, provides an excellent tool for learning and experimentation in distributed machine learning.
DataScienceInteractivePython: Interactive Dashboards for Learning Data Science
DataScienceInteractivePython is a GitHub repository by Professor Michael Pyrcz, offering interactive Python dashboards designed to simplify the learning process for data science concepts. It provides hands-on tools for students and enthusiasts to explore statistics, models, and theoretical concepts through engaging, interactive examples. This resource aims to remove barriers to education by allowing users to experiment with data analytics and machine learning in real-time.
ManimML: Visualizing Machine Learning Concepts with Manim Animations
ManimML is an open-source project that offers powerful animations and visualizations for common machine learning concepts, built upon the Manim Community Library. It aims to provide a compilation of primitive visualizations that can be easily combined to explain complex ML ideas, allowing users to focus on explanations rather than software engineering. The library simplifies the creation of engaging educational content for neural networks, convolutional layers, and more.
3b1b/videos: Exploring the Code Behind 3Blue1Brown's Math Animations
The 3b1b/videos repository hosts the Python code used to generate the captivating mathematical animations featured in 3Blue1Brown's educational videos. Primarily utilizing the Manim library, this project offers a unique insight into the creation process of complex visual explanations. It serves as an invaluable resource for those interested in mathematical visualization and the Manim animation engine.