This repository contains notebooks and data from my various machine learning projects, which include building classifiers from scratch, such as...

• Gradient descent functions
• Linear regression models
• Logistic regression models
• Naive-Bayes binary classification

As well as training and testing models on real-world datasets, such as...

• Price predictions on an Airbnb dataset
• Multiclassification on an Amazon reviews dataset, using text preprocessing, sentiment analysis, and vectorization

Repository in progress...