Analytics in Practice

Analytics in Practice turns analysis into action. You’ll learn how to go from messy data to decisions and shipped systems: forecasting & time-series, A/B testing & causal inference, dashboards & automation, and ML that survives production. Expect step-by-step builds in Python/SQL/Excel (and the occasional BI tool), case studies from finance/ops/marketing, and reusable templates you can apply the same day. We also cover tradeoffs—cost vs. accuracy, speed vs. rigor—and the “last mile” of deployment (APIs, MLOps, and Analytics Engineering).

A large majority of my videos are focused on finance and investing. Please notice, I am NOT dispensing any investment advice, of any kind, in my finance videos. Again, none of my videos are intended to to be used as investment advice. I am simply demonstrating the math, stats, and strategies behind investing. All videos are designed for entertainment purposes only. If you make money, that's great. If you lose money, that's on you.