Data Science

Note: This page hasn’t been updated since 2017. Maybe one day I’ll get around to it…

I haven’t decided how much I’ll actually post on data science. This might mostly be an archive of other blog posts that I think are particularly good, with a few of my own occasionally thrown in. For now, I’ll mostly link to some of my favorite resources, and of course be sure to check out the QxBranch website as well.

Data science posts

• Venturi’s Voice – Understanding Data
• SingularityU – Machine Learning and Data Analytics

Other posts with some analytical content

• Can a Woman Finish Barkley?
• The Goldilocks Difficulty
• Failing with Purpose
• 2017 Barkley Strategy, Gear, and Nutrition

Blogs and newsletters

• KDnuggets
• O’Reilly Data Newsletter
• FastML

Tutorials

• Machine Learning and Deep Learning Tutorials on GitHub
• scikit-learn Tutorials
• DL4J Deep Learning Tutorials

Training

• Andrew Ng’s Coursera course
• Udacity Intro to Machine Learning
• The Data Incubator

Practice problems and datasets

• Kaggle
• Data.gov
• UCI repository