DataSoc's ML Workshop 2023

In this workshop we went through the entire machine learning/data analytics workflow.

1. Data Acquisition (Kaggle)
2. Data Cleaning + Encoding
3. Exploratory Data Analysis + Data Transformations
4. Logistic Regression Model
5. Random Forest Model
6. Metrics
7. Hyperparameter Optimisation
8. Feature Importance

DataSoc's Education Portfolio will have more workshops like this coming up, so stay tuned!

Credits:

• Will, Matt, Noah: Co-Directors + Exec
• Arya, Meet, Faris, Joceline: Jupyter Notebook Code