A Comprehensive Guide to Convolutional Neural Networks — the ELI5 way

Building A Logistic Regression in Python, Step by Step

Understanding AUC - ROC Curve

In Machine Learning, performance measurement is an essential task. So when it comes to a classification…

Understanding Variational Autoencoders (VAEs)

Building, step by step, the reasoning that leads to VAEs.

Random Forest in Python

A Practical End-to-End Machine Learning Example

Hyperparameter Tuning the Random Forest in Python

Why so many data scientists are leaving their jobs

Frustrations of the data scientist!

Understanding Random Forest

How the Algorithm Works and Why it Is So Effective

The 5 Clustering Algorithms Data Scientists Need to Know

10 Common Software Architectural Patterns in a nutshell