My-Reading-List

Stuff I’m currently reading…

Books, Lectures, Notes

• Deep Learning Interviews (arXiv)
• Mathematics for Machine Learning (pdf)
• Learn X in Y: Python
• Pattern Recognition and Machine Learning (pdf)
• Cracking the Coding Interview (amazon)
• Hands-On Data Visualization (pdf)
• Python for Everybody (pdf)
• Introduction to Variational Autoencoder (pdf)
• The Good Research Code Handbook
• Scientific Computing in Python
• Reproducible DL

Cheat-Sheets

• Machine Learning Cheat-Sheet (pdf)
• TheAlgorithms
• Excel Hacks (pdf)
• Algorithms in Python (Repo)
• Data Structure and Algorithms (repo)
• Machine Learning Resource (repo)
• Dimension Reduction (repo)
• LateX Math

Projects

• ML certification projects

Interviews

• SQL Interview Resources (pdf)
• Tech Interview Handbook
• Tech Interviews

Useful Websites

• Colah Blog
• Probability Distribution Explorer
• Detexify Latex
• LaTex Drawing
• Semi-Supervised Learning

Papers with Code

• CVPR 2021

Public Datasets

• awesome-public-datasets
• AD Datasets

Courses

• CS109:Probability for Computer Scientists

Tutorials

• AIMS2020 Visual Recognition
• Machine Learning Examples