Implementing and Comparing Machine Learning Models through A/B Testing: A Python Guide with Synthetic Data and Result Analysis

Learn about A/B testing in machine learning, its application in model optimization and user experience, the methodology of A/B testing, its advantages, and the challenges it presents. Also, find a complete Python code example for implementing an A/B test with synthetic data and result analysis.