Blake SwinefordHow Twitter Used Data Science for Headcount Planning1. IntroductionSep 7, 2023Sep 7, 2023
Blake SwinefordData Science @ Twitter: Predicting Advertiser Conversion LiftWhen I was at Twitter I was fortunate to have one of the engineering directors at Twitter ask me if I would want to work on projects on…Aug 29, 2023Aug 29, 2023
Blake SwinefordA/B Testing for Product Managers: The Python WayPreviously, I wrote about the data science behind decisions when A/B testing.Aug 16, 2023Aug 16, 2023
Blake SwinefordA/B Testing for Product Managers: The Data Science Behind the DecisionsA/B testing has emerged as a powerful tool to make informed decisions. But it’s not just about pitting two product versions against each…Aug 15, 2023Aug 15, 2023
Blake SwinefordEssential Metrics Every Product Manager Should Know When Working with Data Science and Machine…As a product manager one of the most important parts of the role is to accurately measure and analyze product performance. Doing this well…Aug 14, 2023Aug 14, 2023
Blake Swineford🧠 Deep Learning in 3 MinutesDeep learning is the final piece of the diagram above. Posts on the other two pieces are here:Jul 13, 2023Jul 13, 2023
Blake SwinefordMachine Learning in 3 MinutesMachine Learning (ML) is a subset of artificial intelligence that involves teaching machines how to learn from data and improve their…Jul 10, 2023Jul 10, 2023
Blake SwinefordArtificial Intelligence in 4 Minutes: A Non-Technical GuideWhat is AI?Jul 3, 2023Jul 3, 2023
Blake SwinefordStrategic Product Prioritization (SPP): The Ultimate Guide to Prioritizing Your Product RoadmapIn life we have two certainties: death and taxes, at least according to Ben Franklin. However, in product development we have three:Jun 13, 2023Jun 13, 2023
Blake SwinefordMaking Sense of Bitcoin Mining: A Beginner’s Guide to Calculating ProfitabilityBitcoin mining is a process that involves solving complex mathematical problems in exchange for newly minted bitcoins. As the network…Feb 1, 2023Feb 1, 2023
