📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
☆28,721Jul 18, 2024Updated last year
Alternatives and similar repositories for applied-ml
Users that are interested in applied-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,882Mar 17, 2023Updated 3 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,277Updated this week
- A curated list of references for MLOps☆13,821Nov 21, 2024Updated last year
- Learn how to develop, deploy and iterate on production-grade ML applications.☆46,916Mar 4, 2026Updated 2 weeks ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,318Mar 12, 2026Updated last week
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,422Aug 31, 2023Updated 2 years ago
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,123Jan 22, 2024Updated 2 years ago
- Data science interview questions and answers☆9,821Feb 19, 2026Updated last month
- An awesome Data Science repository to learn and apply for real world problems.☆28,664Mar 17, 2026Updated last week
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,305Apr 15, 2023Updated 2 years ago
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,289Mar 17, 2026Updated last week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,952Updated this week
- All Algorithms implemented in Python☆218,878Mar 13, 2026Updated last week
- Roadmap to becoming a data engineer in 2021☆12,745Jan 25, 2022Updated 4 years ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,472Nov 26, 2025Updated 3 months ago
- ☆8,751Sep 22, 2024Updated last year
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆158,060Updated this week
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆31,064Oct 15, 2023Updated 2 years ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,929Mar 20, 2024Updated 2 years ago
- Roadmap to becoming an Artificial Intelligence Expert in 2022☆30,845Sep 12, 2025Updated 6 months ago
- The fastai book, published as Jupyter Notebooks☆24,780Aug 16, 2024Updated last year
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆28,460Aug 18, 2024Updated last year
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,789Oct 19, 2024Updated last year
- https://huyenchip.com/ml-interviews-book/☆4,571Mar 21, 2025Updated last year
- Free MLOps course from DataTalks.Club☆14,331Dec 1, 2025Updated 3 months ago
- 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all☆84,566Mar 17, 2026Updated last week
- A curated list of awesome Machine Learning frameworks, libraries and software.☆72,059Mar 15, 2026Updated last week
- 500 AI Machine learning Deep learning Computer vision NLP Projects with code☆32,292Aug 1, 2025Updated 7 months ago
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆24,874Updated this week
- Best Practices on Recommendation Systems☆21,530Mar 16, 2026Updated last week
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,798Updated this week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,321Aug 16, 2024Updated last year
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)☆7,453Oct 4, 2024Updated last year
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,344Nov 23, 2025Updated 4 months ago
- A game theoretic approach to explain the output of any machine learning model.☆25,163Mar 12, 2026Updated last week
- List of Computer Science courses with video lectures.☆77,327Mar 9, 2026Updated 2 weeks ago
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,478Nov 27, 2022Updated 3 years ago
- Always know what to expect from your data.☆11,280Updated this week
- 🎓 Sharing machine learning course / lecture notes.☆6,425May 16, 2024Updated last year