lemmau/data-strategy

By Topic

Data Infrastructure

• Emerging Architectures for Modern Data Infrastructure (a16z)
• Future of the Modern Data Stack
• What is an analytics engineer?
• What your data team is using: the analytics stack
• Data Warehouse Benchmark
• How to build a modern data stack in 30 minutes (Mode)
• 5 things I’ve learned from building analytics stacks at J.P. Morgan and Fivetran

Analytics Engineering

• What is analytics engineering?
• Analytics Engineering Everywhere

Data Teams

• Run Your Data Team Like A Product Team
• 10 Steps to Creating a Data-Driven Culture (HBR)
• Data Maturity Guide (Mode)
• Full Cycle Data Science

Experimentation

• Large scale experimentation (stitchfix)
• Intro to A/B Testing
• How to make sure A/B tests aren’t leading you astray (Mode)

Visualization

• When dashboards aren't enough

Technical

• Query Optimization

Meta

• Good Data Scientist, Bad Data Scientist

Other Resources

Newsletters

• The Data Science Roundup
• Towards Data Science
• Data Science Weekly
• Data Elixir

Blogs

• Locally Optimistic