One Hidden Layer (Shallow) Neural Network Architecture

Neural Networks and Deep Learning Course: Part…

Creating Interactive 3D Plots in Matplotlib

By using Matplotlib magic commands and object-oriented API

Why GPUs for Machine Learning and Deep Learning?

Unlock the power of data parallelism with…

Introducing My Neural Networks and Deep Learning Course Everyone Can Understand

Learn from the basics…

Boosting Techniques

Unlock the Power of XGBoost

Boosting algorithms in machine learning…

What is the Dummy Variable Trap and How to Avoid it?

Be careful when encoding categorical variables!

How large does the test data set need to be?

Guidelines to split your data into train and test sets

100x Times CatBoost Speedup for Large Data Sets

Combine both GPU and CPU-wise training acceleration…

CatBoost CPU vs GPU Training: Collecting Hardware Stats

Visualize CPU, GPU and RAM stats while the…

Data Analysis Process and Skills

From Data to Knowledge

Learn from data to make…