2022-06-19

Understanding Micro, Macro, and Weighted Averages for Scikit-Learn metrics in multi-class classification with example

11 mins read The F1 score, also known as the F-measure, stands as a widely-used metric to assess a classification model’s performance. When […]
2022-06-16

Machine Learning Interview: Classical Algorithms

40 mins read In this post, I will provide the answers to the questions for the online ML interview book. 1) What are […]
2022-01-17

Machine Learning Interview: Sampling and dataset generation

68 mins read In this post, I will provide the answers to the questions for the online ML interview book. 1)If you have […]
2021-07-02

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 […]
2021-06-26

A complete guide on Pandas Grouping, Aggregating, and Transformation

51 mins read Introduction One of the most basic analysis functions is grouping and aggregating data. In some cases, this level of analysis […]