keeping-up-with-machine learning

A curated list of resources for staying up-to-date with machine learning and AI.

Articles/blogs

• https://magazine.sebastianraschka.com/
• https://jalammar.github.io/
• https://www.deeplearning.ai/the-batch/
• https://www.deeplearning.ai/the-batch/tag/research/
• https://theaisummer.com/learn-ai/
• https://medium.com/tag/machine-learning
• https://medium.com/tag/data-science
• https://medium.com/tag/deep-learning
• https://towardsdatascience.com/tagged/editors-pick
• https://jonathan-hui.medium.com/
• https://thegradient.pub/
• https://gradientdescent.co/

Papers

• https://paperswithcode.com/
• https://arxiv-sanity-lite.com/
• https://scholar.google.com/

Podcasts

• https://lexfridman.com/ai/
• http://lineardigressions.com/
• https://www.stitcher.com/podcast/talking-machines/the-talking-machines
• https://dataskeptic.com/

Video series

• https://deepmind.com/learning-resources/deep-learning-lecture-series-2020

Courses/tutorials

• https://pytorch-lightning.readthedocs.io/en/latest/index.html
• https://deepmind.com/learning-resources

Other resources

• https://karpathy.github.io/
• https://distill.pub/