mal - Make a Lisp
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Tutorials, assignments, and competitions for MIT Deep Learning related courses.
- deep-learning
- mit
- self-driving-cars
- deep-reinforcement-learning
TensorFlow Tutorials with YouTube Videos
TensorFlow tutorials and best practices.
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
:computer: :mortar_board: Git-it is a (Mac, Win, Linux) Desktop App for Learning Git and GitHub
:earth_americas: Simple and ready-to-use tutorials for TensorFlow
Deep Learning Tutorial notes and code. See the wiki for more info.
:earth_americas: machine learning tutorials (mainly in Python3)
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
- machine-learning
- deep-learning
- lstm
- human-activity-recognition
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
TranslatedCAPTCHA recognition
- captcha-breaking
- keras-tutorials
- deep-learning
- keras
The OWASP NodeGoat project provides an environment to learn how OWASP Top 10 security risks apply to web applications developed using Node.js and how to effectively address them.
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
:computer: :mortar_board: Learn Git and GitHub. Try the new desktop version →
TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.
- agent
- large-language-models
- llm
- llm-learning
Instructional notebooks on music information retrieval.
- ipython-notebook
- music-information-retrieval
- python
- machine-learning
💬 The Step-by-Step Beginners Tutorial for Building, Testing & Deploying a Chat app in Phoenix 🚀
- phoenix
- elixir
- elixir-lang
- beginner
Learn Apple's Swift programming language interactively through these playgrounds.
The ESP32-S3 bench guide as a React app: live pinout, lessons with interactive simulators, a code reader for the esp-labs firmware, and the bench log. In 11 languages.
A series of machine learning tutorials for Torch7
WebGPU tutorials inspired by LearningWebGL.com. Use both WGSL and GLSL/SPIR-V.
- webgpu
- wgsl
:rainbow: discover the beautiful programming language that makes front-end web apps a joy to build and maintain!
A comprehensive guide on learning how to code cross platform mobile applications with the Flutter framework, from the ground up.