Anwita GhoshLinear Regression pt. 3: Measuring Model AccuracyNow that our company has a prediction for how much it should pay its new analysts, it would like to know how good this prediction is. That…May 23, 2023May 23, 2023
Anwita GhoshLinear Regression pt. 1: Linear Regression and its AssumptionsSuppose a company is setting up a new analytics department, and wants to staff it with data analysts. Now, suppose the company wants to…May 21, 2023May 21, 2023
Anwita GhoshLinear Regression pt.2: The Math behind it allThe linear regression algorithm estimates the values of a continuous numeric response based on one or more predictors, while assuming an…May 21, 2023May 21, 2023
Anwita GhoshOf Machine LearningThe story so far: in the beginning, we had data. Piles and piles of words and numbers arranged in neat little rows and columns (literal…May 1, 2023May 1, 2023
Anwita GhoshExploring the Data: A Beginner’s Guide to EDAHere’s a question: what would you do if you were Sherlock Holmes, and a Bohemian Grand Duke would pay you handsomely to help him get…Apr 30, 2023Apr 30, 2023