Reposrepo

Index of useful repos.

Markdown Cheatsheet

This repo here is intended as a quick reference for markdown.

Reinforcement Learning

A curated list of resources dedicated to reinforcement learning. here

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course. here

Pentesting tools

A collection of awesome penetration testing resources, tools and other shiny things. here

Deep learning

CS228 and CS231n

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford. here

Parallel Computing

How Series Labs - Colfax

Practical exercises for HOW Series "Deep Dive", a Web-based training on parallel programming and performance optimization here

Data Science and Analytics

Data Science Specialisation - Johns Hopkins/Coursera

Course materials for the Data Science Specialization. here

Open Source Data Science Masters

Materials here

Data Science in python

Python Data Science Handbook: full text in Jupyter Notebooks. here

Programming with Python for Data Science Microsoft

EDx DAT210x soulutions here

"Introduction to Machine Learning with Python"

Notebooks and code for the book. here

How to share data with a statistician

The Leek group guide to data sharing. here

Udacity Nanodegrees

List of Udacity Nanodegree programs with links to the free courses in their curricula. here

Analytics Edge- MITx

EDx course - solutions here

Udacity Data Analytics Nanodegree

Course Materials here

OpenIntro Statistics

An open-source textbook written at the college level. OpenIntro also offers a second college-level intro stat textbook and also a high school variant. here