DeepLearning2022

This is site for very imp sites for deep learning research 2022

Paper websites:

• https://shagunsodhani.com/papers-I-read/

Andrew Ng Path websites:

• https://read.deeplearning.ai/the-batch/issue-128/

Domain Websites:

• https://madewithml.com/ (ML ops)
• https://eugeneyan.com/ (Applied science, ml systems)
• https://recsysml.substack.com/ (Search and Recommender Systems)
• https://lilianweng.github.io/lil-log/ (Core DL/CV)
• https://applyingml.com/ (Experiences)
• https://pythonspeed.com/ (HPML)
• https://www.pinterestlabs.com/publications/applied-science-computer-vision/ (Pinterest)
• https://mlengineer.io/

HPML

• http://blog.gaurav.ai/
• https://www.kdnuggets.com/2021/06/efficiency-deep-learning-part1.html

Cheatsheets:

• https://sites.google.com/view/datascience-cheat-sheets

leetcode patterns:

• https://seanprashad.com/leetcode-patterns/

Interview Questions:

• https://www.interviewquery.com/p/facebook-machine-learning-interview-questions

Career Advice:

• http://patrickhalina.com/posts/ml-student-career-advice/

AI+ HCI

• https://pair.withgoogle.com/guidebook