Data Science Resources

Beginner Data Science

• Data Science Learning Plan, Analytics Vidhya
• Favorite Resources, Rachel Thomas twitter thread

My Curated Data Science Resources

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

Python Tutorials

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

SQL Tutorials

• Vertabelo Academy (paid online courses)

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

Deep Learning

• fastai MOOC notes
• Mithi Sevilla created a stellar collection of deep learning tutorial videos and coding exercises.