General Awesome Repositories
Repository
- awesome-local-ai : An awesome repository of local AI tools
- awesome-deep-learning : A curated list of awesome Deep Learning tutorials, projects and communities.
- awesome-datascience: π An awesome Data Science repository to learn and apply for real world problems.
- applied-ml: π Papers & tech blogs by companies sharing their work on data science & machine learning in production.
- awesome-production-machine-learning: A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning. Website
- awesome-mlops: A curated list of references for MLOps. Website
- awesome-bigdata: A curated list of awesome big data frameworks, ressources and other awesomeness.
- data-engineering-roadmap: A comprehensive roadmap tailored for data engineering professionals at all levels
Page
- Hugging Face : The Opensource AI community
- LF AI & DATA Projects: Linux Foundation project about Open Source Innovation in Artificial Intelligence and Data
- Made With ML: Learning how to responsibly deliver value with ML!
- TensorFlow Hub: A repository of trained machine learning models.
Topic
- Data Engineering: Collection about data-engineer topics
- Machine learning: Closely related to artificial intelligence and computational statistics.
- Stream Processing: Collection about Stream Processing topics
Organization
- OpenAI: OpenAI Github Community
Landscape
Articles
Artificial intelligence & Machine Learning
Repository
- VALL-E-X: An open source implementation of Microsoftβs VALL-E X zero-shot TTS model
- ColossalAI: Making large AI models cheaper, faster and more accessible
- trl: Train transformer language models with reinforcement learning. Hugging Face
- opencv: Open Source Computer Vision Library. Website Version
- private-gpt: Interact with your documents using the power of GPT, 100% privately, no data leaks. Website
- milvus - vector database
- triton-inference-server: NVIDIA Triton Inference ServerΒ provides a cloud and edge inferencing solution optimized for both CPUs and GPUs.
- openvino: OpenVINOβ’ is an open-source toolkit for optimizing and deploying AI inference
Articles
- Nanonets - Tesseract OCR in Python with Pytesseract & OpenCV
- Neptune.ai - MLOps Landscape in 2024: Top Tools and Platforms
- Milvus - Deploy a Milvus Cluster on EKS
- Medium - Understanding Milvus: Key Concepts and Potential Applications
Data Science
Repository
- datahub: The Metadata Platform for your Data Stack
- active_workflow: Polyglot workflows without leaving the comfort of your technology stack.
- Awesome Open Source Data Engineering
Articles
- LakeFS - The State of Data Engineering 2024
- Practicle Data Engineering - Open Source Data Engineering Landscape 2024
Youtube Channel
- NeuralNine : Educational brand focusing on programming, machine learning and computer science
- sentdex : Funny guy who teach you about build cool stuff with python like AI
- MLOps.community : The MLOps Community fills the swiftly growing need to share real-world Machine Learning Operations best practices from engineers in the field
Community and forum
Info
This is community where learn, share and do more experimental about AI, Machine learning, Deep Learning and Data Science
- Kaggle: Your Machine Learning and Data Science Community
- Analytics Insight: Artificial Intelligence, Big Data Analytics and Insight
- PyImageSearch: You can master Computer Vision, Deep Learning, and OpenCV
- Homepage - MarkTechPost: ML and AI Tech News
- MΓ¬ AI - Hα»c AI theo cΓ‘ch mΓ¬ Δn liα»n!: Learn about AI in Vietnamese Community
- Machine Learning Mastery: The best resources to approaching ML
- Machine Learning cΖ‘ bαΊ£n: Vietnamese Forum and Community about ML
- Papers With Code: The latest in Machine Learning
- Machine Learning Blog: ML@CMU | Carnegie Mellon University
- Analytics India Magazine: Artificial Intelligence, Data Science, Machine Learning
- Neptune.ai: Learn from AI/ML engineers, researchers, and folks building foundation models: best practices, tool reviews, and real-world examples.
- Neptune.ai - MLOps Learning Hub: Strategies, tools, practical insights, and example projects on MLOps
- DigitalOcean - AI/ML Topics: Articles and Community about AI/ML
- Medium - Marvelous MLOps