Data Science

Building A Logistic Regression in Python, Step by Step

Why so many data scientists are leaving their jobs

Frustrations of the data scientist!

PCA using Python (scikit-learn)

Understanding AUC - ROC Curve

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

Random Forest in Python

A Practical End-to-End Machine Learning Example

Hyperparameter Tuning the Random Forest in Python

Understanding Random Forest

How the Algorithm Works and Why it Is So Effective

Understanding Variational Autoencoders (VAEs)

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

Train/Test Split and Cross Validation in Python