Learn how to develop, deploy and iterate on production-grade ML applications.
Repository Index
47,133 repositories indexed
25–48 of 426 · Most stars
A curated list of software and architecture related design patterns.
- awesome
- awesome-list
- architecture
- design-patterns
An ultra-simplified explanation to design patterns
- design-patterns
- architecture
- software-engineering
- engineering
Learn how to design systems at scale and prepare for system design interviews
- architecture
- distributed-systems
- system-design
- system-design-interview
A collection of samples to discuss and showcase different architectural tools and patterns for Android apps.
- android-architecture
- android
- samples
- sample
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
- tensorflow
- tutorial
- examples
- deep-learning
TranslatedAiLearning: Data Analysis + Machine Learning in Action + Linear Algebra + PyTorch + NLTK + TF2
- fp-growth
- apriori
- mahchine-leaning
- naivebayes
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
TranslatedPersonal notes on Professor Andrew Ng's machine learning course
- coursera
- machine-learning
Deep Learning Book Chinese Translation
FCC China open source codebase and curriculum. Learn to code and help nonprofits.
500 AI Machine learning Deep learning Computer vision NLP Projects with code
- awesome
- machine-learning
- deep-learning
- machine-learning-projects
:whale: A curated list of Docker resources and projects
🛡️ ⚛️ A simple, scalable, and powerful architecture for building production ready React applications.
- react
- react-applications
- react-best-practice
- react-typescript
A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups
- cto
- software-engineering
- management
- architecture
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
- cpp
- algorithm
- algorithms-implemented
- data-structures
Translated📚 Building large models from scratch
An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git!
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
- machine-learning
- deep-learning
- deep-reinforcement-learning
- machine-learning-from-scratch
Translated"开源大模型食用指南" (Open-Source Large Model Usage Guide): a tutorial tailor-made for Chinese users on quickly fine-tuning (full-parameter/LoRA) and deploying domestic and international open-source large language models (LLM) and multimodal large models (MLLM) in a Linux environment
Roadmap to becoming an Artificial Intelligence Expert in 2022
TranslatedWhat? You dare trust AI to have your back? I bet you don't, so come learn the coolest, safest, and fastest language of the AI era. This book offers comprehensive and in-depth explanations, vivid and fitting examples, and Dove-chocolate-smooth content. This may be the most painstakingly written Rust tutorial in Chinese available today / Book
- rust-lang
- rust
- book
- chinese
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
- applied-machine-learning
- production
- applied-data-science
- machine-learning
:memo: An awesome Data Science repository to learn and apply for real world problems.