Youtor
AB Testing in Data Science Interviews by a Google Data Scientist DataInterview
YOUR LINK HERE:
http://youtube.com/watch?v=DUNk4GPZ9bw
👉 Looking for a comprehensive AB testing course? Visit https://www.datainterview.com/ • 👉 Join the Data Scientist Interview Bootcamp: https://www.datainterview.com/bootcam... • ====== ✅ Details ====== • 🤔 Ever wondered how to ace the A/B testing questions in data science interviews? • Explained by Dan, a former data scientist at Google, explains how to design an A/B test based on a real-life example. The procedure and tips covered in the video are insightful for data science interviews at top companies such as Google and Meta. • Dan, the host, was a data scientist formerly at Google and PayPal. He launched https://datainterview.com/ to help candidates like you eliminate frustrations about the data science interview process and increase your success. • As an interview coach, Dan helped several clients land their dream jobs as IC and managerial DS roles at top companies such as Google, Meta, Amazon and such. Message him at [email protected] for help! • 👍 Make sure to hit the like, and check out https://datainterview.com/ • ====== ⏱️ Timestamps ====== • 0:00 Intro • 1:02 7 Steps in AB Testing • 3:02 Step 1 - Problem Statement • 4:44 User Funnel • 6:09 Success Metric • 8:06 Step 2 - Hypothesis Testing • 9:41 Step 3 - Design the Experiment • 11:34 Step 4 - Run the Experiment • 12:32 Step 5 - Validity Check • 15:13 Step 6 - Interpret Results • 16:13 Step 7 - Launch Decision • ====== 📚 Other Useful Contents ====== • 1. Principles and Frameworks of Product Metrics | YouTube Case Study • Link: / principles-and-frameworks-of-product-metri... • 2. How to Crack the Data Scientist Case Interview • Link: / crack-the-data-scientist-case-interview-by... • 3. How to Crack the Amazon Data Scientist Interview • Link: / crack-the-amazon-data-scientist-interviews... • ====== Connect ====== • 📗 LinkedIn - / danleedata • 📘 Medium - / datainterview
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