2021-06-17

Machine Learning Interview: Objective Functions, Metrics, and Evaluation

45 mins read In this post, I will provide the answers to the questions for the online ML interview book. 1)When we say an algorithm […]
2021-06-17

Machine Learning Interview: Basics

42 mins read In this post, I will provide the answers to the questions for the online ML interview book. 1) Explain supervised, […]
2021-04-28

Python Scipy sparse matrices explained

7 mins read Consider a two-dimensional data set consisting of 5 rows and 7 columns, where each element contains a value. Such data […]
2021-03-26

Handling cyclical features, such as hours in a day, for machine learning pipelines with Python example

11 mins read What’s the difference between 23 and 1? If we’re talking about time, it’s 2. Hours of the day, days of […]
2017-06-14

Implementations of Mutual Information (MI) and Entropy in Python

8 mins read In probability theory and information theory, the mutual information (MI) of two random variables is a measure of the mutual […]