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...