How to use black, flake8, isort, and pre-commit framework to format Python codes

12 mins read black: The Uncompromising Code Formatter With black you can format Python code from 2.7 all the way to 3.8 (as of version […]

Best practices for Python exceptions

9 mins read Python is a popular and versatile programming language used in a wide range of applications. One of the most important […]

A guide to Bootstrapping for Statistical Inference – Confidence Interval and Hypothesis Testing

14 mins read Introduction Inferential Statistics is the process of examining the observed data (sample) in order to make conclusions about the properties/parameters […]

Machine Learning Interview: Computer Vision

34 mins read 1) For neural networks that work with images like VGG-19, InceptionNet, you often see a visualization of what type of […]

Machine Learning Interview: Training Neural Networks

51 mins read In this post, I will provide the answers to the questions for the online ML interview book. For more tips on training […]