- Linear Classifiers & Logistic Regression
- Learning Linear Classifiers
- Decision Trees
- Preventing Overfitting in Decision Trees
- Boosting
- Precision-Recall
- Scaling to Huge Datasets & Online Learning
sudo apt install python3-pip
sudo apt install python3.7
python3.7 -m pip install pip
sudo apt install python3.7-venvpython3.7 -m venv venv
source venv/bin/activate
pip install -r requirements.txt