please be specific to the questions and no plagiarism and also add the citation including the references 2

Please write all the answers for all the questions with atleast 5 to 6 line of answers for all the questions with single spacing, this includes intext citation no plagiarism and also with the references at the end with the APA format must.
Answer 2 should be in the form a case study. Please elobarate
Please find the link for the textbook http://index-of.co.uk/Big-Data-Technologies/Data%20Science%20and%20Big%20Data%20Analytics.pdf
You are kindly requested to solve the Exercises found at the end of Chapter2 of the textbook-page 61.
1-In which phase would the team expect to invest most of the project time? Why? Where would the team expect to spend the least time?
2. What are the benefits of doing a pilot program before a full-scale rollout of a new analytical methodology?
Discuss this in the context of the mini case study.
3. What kinds of tools would be used in the following phases, and for which kinds of use scenarios?
a. Phase 2: Data preparation
b. Phase 4: Model building
 
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