Business Intelligence

Mock Interface

This repository is the setup the design and the flow of the visualization.

Mock Flow

Login -> Menu Option [Data, Analysis, Campaign]
                       |       |          |
             +---------+       |          +-----+
             V                 |                V
   [Upload, View, Edit]        |   [Content, Target, Performance]
                               V
       [Data, Feature, Target, Weight, Cluster, Fine-Tune]

Algorithms

1. Feature Generation: Generate features from sparse user action data
2. Target Feature Importance: Feature importance calculation based on target column
3. Auto-Clustering: Hierarchical clustering into groups and combine groups together
4. Profiling: Find group traits and special characteristics