Published inTowards Data ScienceA Guide to Git for Data ScientistsYou don’t have to be terrified of git anymore.Oct 7, 2020Oct 7, 2020
Published inTowards Data ScienceUnderstanding Maximum Likelihood EstimationLet’s say you collect some data from some distribution. As you might know, each distribution is just a function with some inputs. If you…Nov 6, 2019Nov 6, 2019
Published inTowards Data ScienceUnderstanding how the perceptron really worksA deep dive into the fundamentals of the perceptron model with implementations in PythonOct 7, 2019Oct 7, 2019
Published inTowards Data ScienceA Practical Look at Vectors and Your DataI remember a feeling of utter confusion when I first learned vector spaces in my first course of Linear Algebra. What’s a space? And what…Mar 5, 20193Mar 5, 20193
Published inTowards Data ScienceWhy Doing Good Science is Hard and How to Do it BetterDoing good science is hard and a lot of experiments fail. Although the scientific method helps to reduce uncertainty and lead to…Feb 25, 2019Feb 25, 2019
Published inTowards Data ScienceEssentials of Hypothesis Testing and the Mistakes to AvoidHypothesis testing is the bedrock of the scientific method and by implication, scientific progress. It allows you to investigate a thing…Feb 19, 20192Feb 19, 20192
How to Really Prove Something“Prove it” is a phrase thrown around with glee. But rarely are you really challenging a friend to provide a rigorous proof of some…Feb 13, 20191Feb 13, 20191
A Few Useful Things to Know About Machine LearningA Few Useful Things to Know about Machine Learning is a high-level machine learning paper written by Pedro Domingos of the computer science…Jun 14, 2018Jun 14, 2018
