Chirag BhatiaUnderstanding Driver Attrition at Company A: A Data Science ApproachIntroductionJul 31Jul 31
Chirag BhatiaEmbeddings and Machine LearningIn the ever-evolving landscape of machine learning, embeddings stand out as a cornerstone technology, transforming raw data into a rich…Feb 15Feb 15
Chirag BhatiaUnderstanding Web Applications: More Than Just WebsitesWhile developing a web application for a client, I encountered a frequent misunderstanding people have about what they encounter online…Jan 12Jan 12
Chirag BhatiaMLS #4 — Loss function: Not a sad storyWhile going through a lot of ML models, I saw that there was something really important attached to most of the models — called Loss…Oct 10, 2023Oct 10, 2023
Chirag BhatiaMLS#3 — Regularization and Scaling: Diving into the MathematicsWhen building machine learning models, particularly linear regression or deep learning models, two terms often come up: regularization and…Sep 10, 2023Sep 10, 2023
Chirag BhatiaMLS #2 — Understanding Bias and VarianceUnderstanding the concepts of bias and variance is fundamental to grasping the essence of most statistical models, especially in the realm…Aug 24, 2023Aug 24, 2023
Chirag BhatiaMLS #1 — Assumptions we have to make for our Models to work. Supervised Learning EditionFrom the ancient art of predicting planetary motions to the modern realm of forecasting stock prices, underlying assumptions have always…Aug 24, 2023Aug 24, 2023
Chirag BhatiaPhotography 101: Let’s get to the basicsPhotography is an art form that allows us to freeze a moment in time, tell a story, evoke emotions, and share our unique perspectives with…Jul 24, 2023Jul 24, 2023
Chirag BhatiaStory of an Introvert PhotographerI’m an introvert, I always have been, and I’ve always felt most comfortable in the shadows.Jul 21, 2023Jul 21, 2023
