A/B Testing Made Easy: Real-Life Example and Step-by-Step Walkthrough for Data Scientists! скачать в хорошем качестве

A/B Testing Made Easy: Real-Life Example and Step-by-Step Walkthrough for Data Scientists!

This is a comprehensive walkthrough of an A/B testing example. I will go through the details of designing A/B testing experiments, running experiments, and interpreting results. The idea is inspired by the book Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing. I'm sure it will be extremely helpful for data science interview preparation. Part 1 of the tutorial:    • A/B Testing Fundamentals: What Every ...   Derivation of sample size equation:    • Sample Size Estimation in A/B Tests E...   🟢Get all my free data science interview resources https://www.emmading.com/resources 🟡 Product Case Interview Cheatsheet https://www.emmading.com/product-case... 🟠 Statistics Interview Cheatsheet https://www.emmading.com/statistics-i... 🟣 Behavioral Interview Cheatsheet https://www.emmading.com/behavioral-i... 🔵 Data Science Resume Checklist https://www.emmading.com/data-science... ✅ We work with Experienced Data Scientists to help them land their next dream jobs. Apply now: https://www.emmading.com/coaching // Comment Got any questions? Something to add? Write a comment below to chat. // Let's connect on LinkedIn:   / emmading001   ==================== Contents of this video: ==================== 0:00 Intro 1:00 Background 2:02 Prerequisites 5:50 Experiment design 11:08 Result to decision