AIRBUS Data Analyst Nanodegree - Project 4

Source Code: poi_id.py myTools.py tester.py

Database : ENRON_DATABASE.csv final_project_dataset.pkl

Classifier data: my_classifier.pkl my_dataset.pkl my_feature_list.pkl

Contents:

• 1. Overview
  • 1.1. Enron company
  • 1.2. Objective
  • 1.3. Dependencies
  • 1.4. Resources
• 2. Database exploration
  • 2.1. Statistics
  • 2.2. Outliers
• 3. Features selections and optimization
  • 3.1. New features
  • 3.2. Features scaling
  • 3.3. Features selections
• 4. Select and tune algorithm
• 5. Validate and evaluate result
  • 5.1. Definition
  • 5.2. Test execution
  • 5.3. Conclusion