Karma of Humans is AI

Machine Learning Notebooks

A series of Jupyter notebooks, to know about Machine Learning, its implementation, and identifying its best practices.

Github repo for ML Specialization course on Coursera. Contains notes and practice python notebooks.

This notebook demonstrates a complete machine learning workflow using a Decision Tree Classifier to predict user purchase decisions based on social network advertisements. The project illustrates each stage of the pipeline: data import, preprocessing, exploratory data analysis, model training, evaluation, and practical interpretation of the results

This repository contains a collection of machine learning models and notebooks, primarily focused on the housing dataset. It includes implementations of linear regression, logistic regression, feature scaling techniques, and gradient descent using scikit-learn. Additionally, it features learnings from the University of Washington's ML Specializatio