Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/antoinebrl/awesome-ml-blogs

Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps
https://github.com/antoinebrl/awesome-ml-blogs

List: awesome-ml-blogs

applied-data-science applied-machine-learning blogsite computer-vision data-science deep-learning machine-learning natural-language-processing reinforcement-learning

Last synced: 3 months ago
JSON representation

Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps

Awesome Lists containing this project

README 

        
# 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](https://deepmind.com/blog)

- [OpenAI Blog](https://openai.com/blog/tags/research/)

- [Google AI Blog](https://ai.googleblog.com/)

- [Meta/Facebook AI Blog](https://ai.facebook.com/blog/)

- [Microsoft Research Blog](https://www.microsoft.com/en-us/research/blog/)

- [Machine Learning Research at Apple](https://machinelearning.apple.com/research?type=article)

- [Twitter Engineering](https://blog.twitter.com/engineering/en_us/topics/insights)

- [Amazon Science Blog](https://www.amazon.science/blog?f0=0000016e-2fb1-d205-a5ef-afb9d52c0000&f0=0000016e-2ff0-da81-a5ef-3ff057f10000&f0=0000016e-2ff1-d205-a5ef-aff9651e0000)

- [OpenMined Blog](https://blog.openmined.org/)



## Big Corps - Applied



- [AWS Machine Learning Blog](https://aws.amazon.com/blogs/machine-learning/)

- [NVIDIA - Deep Learning Blog](https://blogs.nvidia.com/blog/category/deep-learning/)

- [Unity Blog on Machine Learning](https://blog.unity.com/topic/machine-learning) and [AI](https://blog.unity.com/topic/ai)

- [Spotify Engineering](https://engineering.atspotify.com/)

- [Netflix TechBlog on Machine Learning](https://netflixtechblog.com/)

- [Uber Engineering](https://eng.uber.com/category/articles/ai/)

- [Lyft Engineering](https://eng.lyft.com/)

- [Intel AI Blog](https://community.intel.com/t5/Blogs/Tech-Innovation/Artificial-Intelligence-AI/bg-p/blog-ai)

- [AirBnB Engineering, AI & ML](https://medium.com/airbnb-engineering/ai/home)

- [DoorDash](https://doordash.engineering/category/data-science-and-machine-learning/)

- [Google Technology](https://blog.google/technology/ai/)



## MLOps startups



- [Netptune.ai Blog](https://neptune.ai/blog)

- [ClearML Blog](https://clear.ml/blog/)

- [HuggingFace Blog](https://huggingface.co/blog)

- [DataRobot Blog](https://www.datarobot.com/blog/)

- [OctoML Blog](https://octoml.ai/blog/)

- [DVC Blog](https://dvc.org/blog)

- [CometML Blog](https://www.comet.ml/site/blog/)

- [Roboflow Blog](https://blog.roboflow.com/)

- [Floydhub Blog (closed)](https://blog.floydhub.com/)

- [Dataiku Blog](https://blog.dataiku.com/)

- [H2O.ai Blog](https://www.h2o.ai/blog/)

- [Superwise.ai Blog](https://www.superwise.ai/resources/blog)

- [Sicara Blog](https://www.sicara.fr/blog)

- [Clarifai blog](https://www.clarifai.com/blog)

- [Paperspace Blog](https://blog.paperspace.com/)

- [MosaicML Blog](https://www.mosaicml.com/blog)



## Data Labelling and Curation Platforms



- [V7 Blog](https://www.v7labs.com/blog)

- [Scale AI Blog (corporate)](https://scale.com/blog)

- [Snorkel AI Blog](https://snorkel.ai/resources/blog/)

- [SuperAnnotate Blog](https://blog.superannotate.com/)

- [Sama Blog](https://www.sama.com/blog)

- [Playment Blog](https://www.playment.io/blog)

- [Cord.tech Blog](https://cord.tech/blog)

- [Dataloop Blog](https://dataloop.ai/blog/)

- [Superb AI blog](https://www.superb-ai.com/blog)

- [annotell Blog](https://www.annotell.com/articles)

- [iMerit Blog](https://imerit.net/blog/)

- [Kili Technology Blog](https://kili-technology.com/blog/)

- [LabelStudio](https://labelstud.io/blog/)

- [LabelBox Blog](https://labelbox.com/blog/)

- [Understand.ai Blog](https://understand.ai/)

- [Lightly.ai Blog](https://www.lightly.ai/blog)

- [Alectio Blog](http://alectio.com/blog/)

- [Aquarium Learning Blog](https://medium.com/aquarium-learning)

- [Siasearch Blog](https://www.siasearch.io/)

- [Humanloop blog](https://humanloop.com/blog)



## Vector Databases

- [Milvius Engineering](https://milvus.io/blog?#engineering)

- [Vespa Blog](https://blog.vespa.ai/)



## Universities



- [Machine Learning at Berkeley](https://ml.berkeley.edu/blog/)

- [The Berkeley Artificial Intelligence Research Blog](https://bair.berkeley.edu/blog/)

- [ML@CMU](https://blog.ml.cmu.edu/)

- [Stanford DAWN](https://dawn.cs.stanford.edu/blog/)

- [The Stanford AI lab Blog](https://ai.stanford.edu/blog/)

- [MIT News ML](https://news.mit.edu/topic/machine-learning) and [AI](https://news.mit.edu/topic/artificial-intelligence2)

- [AutoML Group](https://www.automl.org/automl-blog/)



## Community Content



- [The Gradient](https://thegradient.pub/)

- [Weights & Biases Blog](https://wandb.ai/fully-connected)

- [Scale AI Exchange Blog](https://exchange.scale.com/public/blogs)

- [KDNugget](https://www.kdnuggets.com/news/index.html)

- [Towards Data Science](https://towardsdatascience.com/)

- [Machine Learning Mastery](https://machinelearningmastery.com/blog/)

- [Pytorch](https://medium.com/pytorch)

- [The Tensorflow blog](https://blog.tensorflow.org/)



## Personal Blogs



- [Yoshua Bengio](https://yoshuabengio.org/)

- [Sebastian Ruder](https://ruder.io/)

- [Lil'Log](https://lilianweng.github.io/lil-log/)

- [inFERENCe](https://www.inference.vc/)

- [Jay Alammar](https://jalammar.github.io/)

- [Chip Huyen](https://huyenchip.com/)

- [Eugene Yan](https://eugeneyan.com/writing/)

- [Erik Bernhardsson](https://erikbern.com/)

- [Otoro](https://blog.otoro.net/)

- [arg min blog](http://www.argmin.net/)

- [FastML](http://fastml.com/)

- [Carlos E.Perez](https://intuitmachine.medium.com/)

- [Sander Dieleman](https://benanne.github.io/)

- [Jeremy Jordan](https://www.jeremyjordan.me/)

- [George Ho](https://www.georgeho.org/blog/)

- [Paul Bridger](https://paulbridger.com/)



## Synthetic Data



- [parallel domain Blog](https://paralleldomain.com/blog/)

- [Anyverse Blog](https://anyverse.ai/blog/)

- [Datagen Blog](https://www.datagen.tech/blog/)



## Extra



- [Distill](https://distill.pub/) - Research Publications. No longer updated

- [Kaggle Blog](https://medium.com/kaggle-blog)

- [Brighter.ai Blog](https://brighter.ai/resources-types/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](https://twitter.com/antbrl).

Thanks for your contribution!