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ANA615 v1

Lesson 6

Data Mining for Business Analytics

  • Read Chapter 7: K-Nearest Neighbors (KNN)

Shmueli, G., Bruce, P.C., Gedeck, P., & Patel, N.R. (2019). Data mining for business analytics. Wiley Global Research (STMS).

Lesson 7

Data Mining for Business Analytics

  • Read Chapter 14: Association Rules and Collaborate Filtering
  • Reach Chapter 15: Cluster Analysis

Shmueli, G., Bruce, P.C., Gedeck, P., & Patel, N.R. (2019). Data mining for business analytics. Wiley Global Research (STMS).

We will focus on the following sections:

  • 14.1: Association Rules
  • 15.1: Introduction
  • 15.2: Measuring Distance Between Two Records
  • 15.3: Measuring Distance Between Two Clusters

Assignment - Predict the Likelihood of Loan Default