Helpful Resources (in general)

Python Tutorials

• CodeCademy
• Learn Python the Hard Way
• HackerRank
• PyCharm
• Automate the Boring Stuff
• Free Code Camp

Python Resources

• Automate the Boring Stuff
• Chris Albon: Python

Machine Learning

• Jeremy Howard: Machine Learning 1
• Bloomberg: Foundations of Machine Learning
• Andreas Mueller: Applied Machine Learning course, Columbia University, all videos and slides are avalable

Data Science Resources

• Cheat Sheets
• Markdown
• Pandas
• Shell Terminals
• Unix

Publishing

• Asciidoctor is a fast text processor and publishing toolchain for converting AsciiDoc content to HTML5, DocBook, PDF, and other formats.

Datasets

• Awesome Public Datasets
• Cancer Data: Project Data Sphere
• Billion Prices Project
• Healthcare datasets Excel sheet, download required

Data Science Interview Questions

• Sample data science interview questions

Conference Videos

• links to conference videos

Conference Listings

• list of data science conferences