Cash Flow Forecasting in Banking

Learn cash flow forecasting in banking to effectively manage liquidity, optimize profits, and ensure compliance. Master data models and forecasting techniques like ARIMA and XGBoost

Cash Flow Forecasting in Banking

1. Cash Flow Forecasting - Business Context (REE PREVIEW) Course Materials

2. Data Architecture Model

3. Data Source Understanding

4. MySQL DB Table Creation

5. Notebook - Import Libraries & Datasources

6. Notebook - Exploratory Data Analysis & Visualization

7. Notebook - Feature Engineering

8. Time Series SARIMA Model Overview

9. Notebook - Time Series Forecasting with SARIMA Model

10. Time Series Prophet Model Overview

11. Notebook - Time Series forecasting with Prophet model

12. XGBoost Algorithm Overview

13. Notebook - Time Series Forecasting with XGBoost Regression

Pre-requisites: Software installations

1. Apache Nifi Installation (FREE PREVIEW)

2. Anaconda & Python Installation and Configuration (FREE PREVIEW)

3. MySQL Installation

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