This repository is a curated list of technical blogs focused on machine learning, covering areas like AI, ML, DL, CV, NLP, and MLOps. It serves as a valuable resource for individuals seeking to stay updated with the latest research breakthroughs and practical tutorials in the field.

How It Works

The repository functions as a comprehensive directory, categorizing machine learning blogs from various sources including major tech corporations' research and applied AI divisions, MLOps startups, data labeling platforms, universities, and prominent community content creators. This structured approach allows users to easily discover and follow blogs relevant to their specific interests within the ML ecosystem.

Quick Start & Requirements

No installation or specific requirements are needed, as this is a static list. Users can directly access the listed blogs via their respective URLs.

Highlighted Details

• Categorized lists for easy navigation: Big Corps (Research & Applied), MLOps startups, Data Labelling and Curation Platforms, Universities, Community Content, and Personal Blogs.
• Includes blogs from industry leaders like DeepMind, OpenAI, Google AI, Meta AI, and NVIDIA.
• Features resources from prominent MLOps companies such as HuggingFace, ClearML, and CometML.
• Covers academic resources from institutions like Berkeley, CMU, Stanford, and MIT.

Maintenance & Community

The list is maintained by antoinebrl, who welcomes contributions via issues or pull requests. Users can also contact the maintainer directly.

Licensing & Compatibility

The repository itself does not have a specified license, but it curates content from various sources, each with its own licensing and terms of use. Compatibility for commercial use would depend on the individual blogs linked.

Limitations & Caveats

The list is curated and may not be exhaustive. Some blogs, like Floydhub Blog, are noted as closed. The "Extra Distill" blog is also marked as no longer updated.