Machine Learning

Hyperparameter Tuning of Decision Tree Classifier Using GridSearchCV

The models can have many hyperparameters and finding the best combination of the parameter using grid search methods.

How to Calculate Entropy and Information Gain in Decision Trees

What is entropy and information gain in decision trees?

Understanding Confusion Matrix and Applying It on KNN-Classifier on Iris Data Set

What is Confusion matrix? Confusion matrix is one such important tool which helps us evaluate our model's performance.

Fischer's Linear Discriminant Analysis in Python From Scratch

Learn about Fisher's LDA and implement it from scratch in Python.

Artificial Intelligence vs. Machine Learning vs. Deep Learning: What's the Difference

Pooling Layer — Short and Simple

Here's all the information you should know about Pooling Layer in CNN

Github Copilot: Review After 3 Months of Usage with Examples

How does it go on real projects, and does it really help?