This project consists of 5 major sections:
- Credit Card Fraud Detection (Classification Imbalanced Dataset)
- Natural Scenes Image Classification (CNN)
- Hotel Bookings Demand (EDA)
- Estimation of Data Scientist Salary (Regression)
- Classify Edible and Poisonous Mushroom (Classification)
Remarks:
- All notebook has a copy of HTML version for viewing.
- In case, jupyter notebook not able to load in GitHub can use nbviwer link to view the notebook
- Some dataset associated with notebook is too large for GitHub to store. All these dataset has a respectively link to Kaggle notebook and the dataset
| Notebook | Tag | GitHub | Kaggle | nbviwer |
|---|---|---|---|---|
| Credit Card Fraud Detection | Classification, Imabalanced Dataset | link | link | link |
| Hotel Bookings Demand | Exploratory Data Analysis (EDA) | link | - | link |
| Natural Scenes Image Classification | Convolutional Neural Network (CNN) | link | link | link |
| Estimation of Data Scientist Salary | Regression | link | - | link |
| Classify Edible and Poisonous Mushroom | Classification | link | - | link |