Importance of Weight Initialization in Neural Networks | Deep Learning basics

All-in-one Activation Functions | Sigmoid, tanh, ReLU, Leaky ReLU, ELU, Swish | Deep Learning basics

Activation functions | Better Neural Networks | Deep Learning basics

Importance of Activation Functions in Neural Networks | Deep Learning basics

Where and how to find the best datasets? | Data Science

Getting started with Neural Networks

The evolution of Perceptrons: From Sigmoid to Multilayer marvels

The journey of a neuron | Geometric intuition

The journey of a neuron | The Perceptron

The journey of a neuron | McCulloch Pitts Neuron

Kano model

What's the difference? | Data Science vs Data Analytics

Tracing the roots of Data Science

Python hands-on tutorial: Lambda Functions | Lambda Expressions

The better Hyperparameter Tuning using Bayesian Search & Optuna

Bayesian Search | The better Hyperparameter Tuning approach

Hands-on Hyperparameter Tuning | Randomized Search

Hands-on Hyperparameter Tuning | Grid Search

Hyperparameter Tuning | Grid Search | Randomized Search

Ensemble Machine Learning Technique: Blending & Stacking

Ensemble Machine Learning Technique: Boosting

Ensemble Machine Learning Technique: Voting

Ensemble Machine Learning Technique: Bagging | Bootstrap Aggregation

Ensemble Machine Learning Techniques

Getting the best results from your ML models | Youden's Index

Recall vs Precision | Which is a better model performance metric?

Advanced Data Preparation Mindmap

Association of Categorical Variables | Cramer's V

Treating duplicate rows

🛒 Hands-on Market Basket Analysis in Python 📊