Resources

Here we’ve collected a list of resources on a variety of topics near and dear to our hearts (both content that has been posted on this site as well as on others).

This resource list is a work in progress. If you have any ideas for resources to add, email the LO admin team or better yet, join the LO community!

Analytics at Startups

• Building The Analytics Team At Wish
• The Startup Founder’s Guide to Analytics

Analytics Org Design

• One Size Fits None
• Podcast: Hiring for Autonomy in Data Science Teams with Eric Colson

Data Job Descriptions and Definitions

• One Data Science Job Doesn’t Fit All
• Engineers Shouldn’t Write ETL: A Guide to Building a High Functioning Data Science Department

Data Engineering

• The Log: What every software engineer should know about real-time data’s unifying abstraction

Machine Learning

• Rules of ML