Spark documentation

Note

This project is an Enexis case on forecasting load demand for distributon transformers.

The results should support grid planners with timely grid reinforcements and replacements.

The case is used as a graduation project for the Professional Education program of the Jheronimus Academy of Data Science

Contents:

• General
  • About JADS
  • About Enexis
  • About the current situation
  • About this project’s aim
  • About the structure of this project
  • Acknowledgements
• Business Understanding
  • Business Objectives
  • Situation Assessment
  • Data Mining Goals
  • Project Plan
• Data Understanding
  • Initial Data Collection
  • Data Description
  • Data Exploration
  • Data Quality
• Data Preparation
  • Data Selection
  • Data Cleaning
  • Data Construction
  • Data Integration
  • Data Formatting
  • Data Updating Process
• Modeling
  • Modeling Technique
  • Test Design
  • Model
  • Model Assessment
• Evaluation
  • Model Evaluation
  • Results Evaluation
  • Presentation of Results
• Deployment
  • Current Status
  • Deployment Plan
  • Monitoring and Maintenance Plan
  • Final Report
  • Project review
• API Reference
  • src

General