PLEASE USE THE BELOW COURSE OBJECTIVES AND OUTCOME AS GUIDE. WRITE A PRACTICAL CONNECTION PAPER THAT REFLECTS ON THE COURSE CONCEPT (DATA SCIENCE) AND HOW YOU CAN APPLY IT TO YOUR JOB AS AN IT PROFESSIONAL.
COURSE OBJECTIVE:
-Explain how businesses can gain competitive advantage through the mining of data,
-Describe when and how various data mining techniques should be applied,
-Describe and explain strategic recommendations based on data mining results.
-Explain the benefits and uses of data through data mining and machine learning lenses and tools.
COURSE OUTCOME:
-Understand the principles of classification and regression techniques
-Know the principles of clustering
-Understand the principles of the association rule
-Understand the principles of spatial and temporal mining
-Understand how to interpret the output produced by classification methods.
THE BOOK REFERENCE USED FOR THE COURSE:
Introduction to Data Mining
9780133128901
Authors: Pang-Ning Tan, Michael Steinbach, Anuj Karpatne, Vipin Kumar
Publisher: Addison-Wesley
Publication Date: 2013-01-01
Edition: 2nd ED.
https://uk.b-ok.cc/book/3553393/8e28a1
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