PinnedIbtesam AhmedThe AB testing cookbookWondering why the title? Imagine this as your recipe book that guides you step by step through the world of A/B testing, much like a…Aug 16, 2023Aug 16, 2023
PinnedIbtesam AhmedWhy most ML models never see the light of the day?When I completed my graduation and started my Data Science job in 2019, Data Science was(still is) a buzzword that everyone was excited…Jul 30, 2022Jul 30, 2022
Ibtesam AhmedBeginner’s guide to Bayesian AB testingIn my last few articles(the series called the AB testing cookbook), I tried to explain AB testing by answering questions like why should…Jun 31Jun 31
Ibtesam AhmedThe AB testing Cookbook -Part 4This is the last article in my series called the AB testing cookbook. Before I actually start this article, a brief recap about what we…Dec 13, 2023Dec 13, 2023
Ibtesam AhmedConfidence Intervals and how to find themGiven a sample, say heights of 10 people in a city, you want to estimate average height of all adults in the city. You can do this by…Aug 21, 2023Aug 21, 2023
Ibtesam AhmedThe AB testing Cookbook -Part 3This article is third in my series called, “The AB testing Cookbook”, where I planned to give a comprehensive step-by-step guide to AB…Aug 16, 20231Aug 16, 20231
Ibtesam AhmedThe AB testing Cookbook- Part 2This article is second in my series called, “The AB testing Cookbook”, where I planned to give a comprehensive step-by-step guide to AB…Aug 16, 20231Aug 16, 20231
Ibtesam AhmedA Data Scientist’s guide to Data DriftsThe Machine Learning pipeline has a lot of phases and each phase has its own set of challenges and problems to overcome. Most beginner Data…Dec 28, 20221Dec 28, 20221
Ibtesam AhmedWhy shouldn’t you trust your ML model’s probabilities?I recently conducted a survey on LinkedIn where I tried to gauge the awareness around model calibration in my network of ML practitioners.Nov 19, 2022Nov 19, 2022
Ibtesam AhmedHow to start and finish a book?The internet is filled with list of books you should read, my Youtube feeds frequently shows titles like, “10 books recommended by Bill…Aug 31, 20221Aug 31, 20221