Project 1: Bank marketing (Detailed description given here)
Project 2: Handwritten Digits classification (Detailed description given here)
Project 3: Flight Price Prediction (Detailed description given here)
Project 4: Heart Disease Prediction (Detailed description given here)
- Python 3
- Environment and Editor: Anaconda, Juputer Notebook
- Data loading and preprocessing: Nnumpy, Pandas, Scipy
- Analysis and Visualiztion: Matplotlib, Seaborn and Sweetviz
- Data augumentation/generartion: Imblearn
- Model training, hyperparameter tuning and evaluation: Sklearn, Tensorflow, KerasTuner
- Model serialization: Pickle, Tensorflow