ATM (& Customer) Transaction Forecasting and Fund Management in Banking

Learn to optimize ATM operations and cash management in banking using data-driven forecasting techniques. This course covers SARIMA, Prophet, Random Forest and tools like MySQL and Jupyter lab to enhance decision-making and operational efficiency

1. Course - Introduction(FREE PREVIEW)

2. Business Context _ Features Required(FREE PREVIEW)

3. Data Architecture Model

4. Data Source Understanding

5. DWH & Datamart DB Creation

6. DWH Loading with Apache Nifi

7. Datamart Loading with Apache Nifi

8. MySQL Installation

9. Apache Nifi Installation

10. Anaconda, Python Installation and Configuration

11. Machine Learning Model Process

12. Jupyter Lab - Recall Business Context, Import Libraries & EDA

13. Feature Engineering

14. Model Training with Random Forest Regressor

15. Time Series Forecasting with SARIMA

16. Time Series Forecasting with PROPHET

Special Gift For You (Bonus)