ativitbenz / customer-relationship-management

Assignment06: Customer single view

Use Google BigQuery to query data from Supermaket Dataset.

Assignment07: Customer segmentation

Use Google BigQueryML to create K-mean Clustering model.

Assignment08: Market Basket Analysis

Use Python to Analyst and create maket basket anlysis model (Association Rule) to find product relationship.

Assignment09: Campaign Response Analysis

Use RFM analysis to create Feature Engineering for predict Classification model and use technical sampling technical to solve imbalance data by python.

Assignment11: Customer Movement

Use Google Bigquery to visual customers movement (Churn customers, New customers, Repeat customers, Reactive customers).

Assignment12: Topic Modeling and Latent Dirichlet Allocation (LDA)

Use Wongnai Dataset to find the most important keywords of restaurants from comment of customers.