README.md

List of Machine Learning Technical Blogs

This is a curated list of awesome machine learning technical blogs from research to deployment. You want to stay up-to-date with the latest research breakthroughs you want more practical tutorials? In both cases, these are the site to keep an eye on.

Big Corps - Research

• DeepMind Blog
• OpenAI Blog
• Google AI Blog
• Meta/Facebook AI Blog
• Microsoft Research Blog
• Machine Learning Research at Apple
• Amazon Science Blog
• OpenMined Blog

Big Corps - Applied

• AWS Machine Learning Blog
• NVIDIA - Deep Learning Blog
• Spotify Engineering
• Netflix TechBlog on Machine Learning
• Uber Engineering
• Lyft Engineering
• Intel AI Blog
• AirBnB Engineering, AI & ML
• Google Technology

MLOps startups

• Netptune.ai Blog
• ClearML Blog
• HuggingFace Blog
• DataRobot Blog
• OctoML Blog
• DVC Blog
• CometML Blog
• Roboflow Blog
• Floydhub Blog (closed)
• Dataiku Blog
• H2O.ai Blog
• Superwise.ai Blog
• Sicara Blog
• Clarifai blog
• Paperspace Blog
• MosaicML Blog

Data Labelling and Curation Platforms

• V7 Blog
• Scale AI Blog (corporate)
• Snorkel AI Blog
• SuperAnnotate Blog
• Sama Blog
• Playment Blog
• Encord Blog
• Dataloop Blog
• Superb AI blog
• annotell Blog
• iMerit Blog
• Kili Technology Blog
• LabelStudio
• LabelBox Blog
• Understand.ai Blog
• Lightly.ai Blog
• Aquarium Learning Blog
• Siasearch Blog
• Humanloop blog

Vector Databases

• Milvius Engineering
• Vespa Blog

Universities

• Machine Learning at Berkeley
• The Berkeley Artificial Intelligence Research Blog
• ML@CMU
• Stanford DAWN
• The Stanford AI lab Blog
• MIT News ML and AI
• AutoML Group

Community Content

• The Gradient
• Weights & Biases Blog
• Scale AI Exchange Blog
• KDNugget
• Towards Data Science
• Machine Learning Mastery
• Pytorch
• The Tensorflow blog

Personal Blogs

• Yoshua Bengio
• Sebastian Ruder
• Lil'Log
• inFERENCe
• Jay Alammar
• Chip Huyen
• Eugene Yan
• Erik Bernhardsson
• Otoro
• arg min blog
• FastML
• Carlos E.Perez
• Sander Dieleman
• Jeremy Jordan
• George Ho
• Paul Bridger

Synthetic Data

• parallel domain Blog
• Anyverse Blog
• Datagen Blog

Extra

• Distill - Research Publications. No longer updated
• Kaggle Blog
• Brighter.ai Blog - Data anonymization

Contributing

Your favorite piece is not listed here? Feel free to open an issue or a pull request. Alternatively, you can contact me @antbrl. Thanks for your contribution!