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Welcome to the MLWithPython wiki!

This repo contains python notebooks for i) understanding various ML concepts & ii) analysing specific datasets.

Here's the index by dataset:

1. Breast Cancer Dataset
2. Boston Housing Dataset
3. Spam Detection Dataset
4. Titanic Dataset
5. MNIST Digits

Concepts Notebooks:

1. Regression : Linear, Lasso, Ridge, Polynomial
2. Classification: Logistic Regression, SVM, Decision Trees, Random Forest, Gradient Boosted Trees, Naive Bayes
3. Neural Networks:
4. Clustering