Essay Problem
a) Name the basic constructs of an ensemble model. What are the advantages and disadvantages of ensemble models? Add a few Examples.
b) List and briefly describe the nine-step process in conducting a neural network project.
c) What is the main difference between classification and clustering? Explain using concrete examples. Add a few Examples.
d) What are the privacy issues with data mining? Do you think they are substantiated? Add a few Examples.
e) What are the common challenges with which sentiment analysis deals? What are the most popular application areas for sentiment analysis? Why?
f) Find an example of a code of ethics or acceptable use policy related to information technology and discuss three points that you think are important.
The response must include a reference list. Using one-inch margins, double-space, Times New Roman 12 pnt font and APA style of writing and citations.
Reference
Sharda, R., Delen, D., Turban, E. (2020). Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support 11E. ISBN: 978-0-13-519201-6.
Chapter 1 to 7.