Resources

Learning resources

Building the basics

How to use git and github

Learn Python the hard way

Python Numpy Tutorial

Linear Algebra Refresher Course (Udacity)

Linear Algebra (Khan)

Multivariable Calculus (Khan)

Bash cheat sheet

Pandas cheat sheet

Machine Learning and Data Science

Machine Learning (Coursera, Andrew Ng)

Intro to Machine Learning (Udacity)

Machine Learning Foundations: A Case Study Approach (Coursera)

Microsoft Data Science

Python for Data Science cheat sheet

Deep Learning

Deep Learning with Python

Deep Learning (Udacity)

Deep Learning With TensorFlow

NLP with Deep Learning

CNN for visual recognition

Practical Deep Learning for Coders

Amazon Deep Learning AMI

Internet of Things

Internet of Things 6 course specialization (Coursera)

Software Architecture for the Internet of Things (Coursera)

Cybersecurity and the Internet of Things (Coursera)

A developer's guide to the Internet of Things (by IBM)

The Raspberry Pi Platform and Python Programming for the Raspberry Pi (Coursera)

Datasets

Healthcare

Prostrate cancer

Cancer Inhibitors

Water quality in India

Environment datasets for India

Genomics and Epigenomics

Complete Genomics Public data

10x Genomics datasets

Roadmap project

Genomics and Epigenomics

Complete Genomics Public data

10x Genomics datasets

Roadmap project

Internet of Things

City Pulse dataset

Smart Grid datasets

Smart home dataset

Deep Learning

http://deeplearning.net/datasets/

Cyber security

SMS spam collection

Cyber-bullying

Cyber-predation

Computer viruses

Smartphone malware activity and sensor data

Hate speech in Twitter

Internet Botnet datasets

Character recognition

Chars74K dataset

Infty Project

Visual Geometry group