Advanced Analytics – Theory and Methods

  • 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.
  • Using above data set and the K-mean value, which you have identified, work on the following two tasks:
  • Plot and display the clusters for the high school students as they appear on page 126 and 127 of the textbook (find attached doc). You may use the same code in the textbook to plot the data.
  • Discuss using your own words the impact of changing K value on the data sets used in this Lab. Read section (4.2.4 Diagnostics ) from the textbook (find attached doc).
Looking for solution of this Assignment?


We deliver quality original papers

Our experts write quality original papers using academic databases.  

Free revisions

We offer our clients multiple free revisions just to ensure you get what you want.

Discounted prices

All our prices are discounted which makes it affordable to you. Use code FIRST15 to get your discount

100% originality

We deliver papers that are written from scratch to deliver 100% originality. Our papers are free from plagiarism and NO similarity

On-time delivery

We will deliver your paper on time even on short notice or  short deadline, overnight essay or even an urgent essay