November 27, 2017 1 min to read

Preparatory Material

Preparatory Material for AI Saturdays.

Python

Topic to go through:

• Lambdas
• List Comprehensions
• OOP Basics Resources:
• Learn Python 3 The Hard Way
• HitchHiker’s Guide to Python
• DataQuest
• CS231N Tutorial

iPython Notebooks/Jupyter Notebooks

• CS231N Tutorials

Cloud Tutorials

Google Cloud

• CS231n Part-1 Tutorial
• CS231n Part-2 Tutorial

AWS

• CS231n

Linear Algebra

• Khan Academy
• MIT OCW

Git and GitHub

• Git Tutorial

Numpy + Pandas Basics

• Python for Data Analysis Is a great book to get started with Pandas even if you’re a beginner Python coder.

PyTorch

• Official PyTorch Tutorials
• PyTorch Udemy Course I’ve Personally followed both and recommend both of these! Both are equally good

Tensorflow

• Official Tutorials
• O’REILLY Book

Please comment below any more materials that you would want me to add here.

I’ll update this page daily!