Welcome to the repository containing a variety of data science assignments. This repository aims to showcase different methodologies and approaches using the PyCaret library.
- Dataset: Smartphone Models
- Recording: Watch here
- Binary Classification - Email Spam Classification 📧
- Multiclass Classification - Instagram Play Store Reviews 📸
- Linear Regression - Airbnb Price Prediction 🏠
- Clustering - Bank Customer Segmentation 🏦
- Association Rule - Groceries dataset 🛒
- Anomaly Detection - Credit Card Transaction 💳
- Time Series Forecasting With Exogenous Factors - Hotel Prices Forecasting
- Time Series Forecasting Without Exogenous Factors - Hotel Prices Forecasting
Recording of Gradio demo is as follow:
- Binary Classification - Watch here
- Linear Regression - Watch here