Karan ShahBayes Optimal ClassifierMachine Learning from First Principles: Blog Post 5Jan 19, 2021Jan 19, 2021
Karan ShahRealizability and Sample Complexity in Machine LearningMachine Learning from First Principles: Blog Post 4Jan 16, 2021Jan 16, 2021
Karan ShahWhat is Inductive Bias in ML?In the last post we looked at what is the Empirical Risk Minimzer.Nov 17, 2020Nov 17, 2020
Karan ShahEmpirical Risk Minimizer — ERMMachine Learning from First Principles: Blog Post 2Nov 9, 2020Nov 9, 2020
Karan ShahWho is a Seeker?Ask yourself what is it that you want? Most people will start with wanting money, fame or power, more and more of it. There is nothing…Nov 5, 2020Nov 5, 2020
Karan ShahInvesting Ideas for 20 Year OldsIt all started out of frustration a few months ago. I had been trying to find a different job that pays more than the minimum wage because…Nov 4, 2020Nov 4, 2020
Karan ShahA Lannister Always Pays His DebtsI don’t remember exactly if Peter Dinklage said “A Lannister Always Pays His Debts” as it has been a while since a watched Game Of Thrones…Nov 2, 2020Nov 2, 2020
Karan ShahWhat is PAC learning?Machine Learning from First Principles: Blog Post 1Nov 1, 20201Nov 1, 20201
Karan ShahDifference between Statistics and Machine LearningSay for example that you want to understand how your instagram post performs. It is readily available now and the data points that are…Oct 22, 2020Oct 22, 2020
