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Analytics Dispatch 2/24/2020

Managing Gitlab's data team

RETROSPECTIVE
Lessons Learned Managing the Gitlab Data Team
Don't reinvent the wheel, plan for growth, and pick excellent tools. - Gitlab Blog

LET’S START AT THE VERY BEGINNING
The Challenge of Identifying UX Success Metrics
Start by identifying the outcome, and work from there. - Jared Spool

AI IS EATING THE WORLD
The New Business of AI (and How It’s Different From Traditional Software)
“Many AI companies (and investors) are betting that this relationship will extend beyond just technology–that AI businesses will resemble traditional software companies as well. Based on our experience working with AI companies, we’re not so sure.” - Andreessen Horowitz

STORM SYSTEM
Benchmark Dataset for Data-driven Weather Forecasting
Global weather forecasting is done with physical models, which are very good for most applications but not good at predicting specific events. AI weather forecasting may provide a solution, and this dataset gets us one step closer. - Pangeo Data

WHAT’S GOOD?
Comparing Apples, Oranges, and Bananas
How do you know if your recommender model is doing a good job? Check out these tips for defining metrics and evaluation criteria. - Ssense Tech

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