PinnedRiddhiman SherlekarA/B Testing in PythonOnline Experimentation or A/B Testing, at its core, involves a lot of concepts from statistics and probability. This write-up will cover…Nov 20, 20221Nov 20, 20221
Riddhiman SherlekarFrom Code to Cloud: Deploying Your AI App with Flask, OpenAI, and Google Cloud PlatformThe Scenario: Imagine an application that provides concise summaries of user-inputted keywords using OpenAI’s powerful language models…2d ago2d ago
Riddhiman SherlekarFinding Gold in the News: How AI Sifts Through News ArticlesThe internet is a vast ocean of information, and staying afloat with the latest news on your favorite topic can feel like swimming against…Sep 5Sep 5
Riddhiman SherlekarUnlock Image Insights: A proof of concept for an AI-Powered Image SummarizerIn today’s digital age, images play a crucial role in conveying information and capturing moments. However, managing and understanding vast…Sep 2Sep 2
Riddhiman SherlekarWhat is Triggering in A/B Testing and how it can play an important role in online experimentation?At its core, A/B testing involves evaluating two (control and treatment) or more groups and evaluating if there is any difference among the…Dec 9, 2022Dec 9, 2022
Riddhiman SherlekarA/B Testing in Python with a User Average Metric — Part 2This part is the continuation of the End-to-End Python Business Case study linked here. In the previous part, we collected the data for…Nov 30, 2022Nov 30, 2022
Riddhiman SherlekarA/B Testing in Python with a User Average Metric — Part 1This Part 1 of the article presents an end-to-end case study in Python for A/B Testing when our target metric (Y) is a User-Average…Nov 27, 20221Nov 27, 20221
Riddhiman SherlekarHow to correctly select your unit of randomization in A/B Tests?The selection of the unit of Randomization aka the dimension or unique identifier by which we allocate samples to either treatment or…Nov 15, 20221Nov 15, 20221
Riddhiman SherlekarWhat is SRM and why it plays a crucial role in A/B Testing?SRM or Sample Ratio Mismatch in A/B testing occurs when the ratio of a unit of diversion(cookie/device-id/user-id) in the treatment group…Nov 4, 2022Nov 4, 2022
Riddhiman SherlekarWhy do Digital Marketing organizations need data scientists to develop custom A/B testing tools and…A/B testing or Statistical Hypothesis Testing or Controlled Experiments or Split Testing, as it is known interchangeably is the industry’s…Oct 28, 2022Oct 28, 2022
