This repository contains Basic Machine Learning materials, a class provided by indonesia.ai:
- Data Loading (Saturday, 3 October 2020)
- Data Visualization (Sunday, 4 October 2020)
- Data Preprocessing (Saturday, 10 October 2020)
- Linear Regression (Sunday, 11 October 2020)
- Logistic Regression (Saturday, 17 October 2020)
- Support Vector Machine (Sunday, 18 October 2020)
- Random Forest (Saturday, 24 October 2020)
- Final Project (Sunday, 25 October 2020)
Assignments checklist:
- 01 - Titanic Data Visualization
- 02 - Boston Housing Price Prediction (Regression)
- 03 - Final Project - Breast Cancer Wisconsin (Classification)