advanced analytics theory and methods

Advanced Analytical Theory and Methods: Clustering.

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Before working on the Assignment you need to :

1) Go over Chapter -04 ( Adv. Analytics. Theory and Methods: Clustering ( slides attached in this folder content)

Textbook: Data Science and Big Data Analytics: John Wiley & Sons, Inc

2) Listen to the recording attached under week#4 content.


  • Study the learning materials “Advanced Analytics – Theory and Methods.
  • Find the included “Data Set” under this week’s content “grades_km_input.csv”
  • Using R, find the optimum number of clusters “K” by using “Elbows” algorithm.
  • Find and display the students’ Cluster Means for English, Math and Science.
  • Discuss the results.