Due: 3 hours
This requires selecting an expend impression, (i.e., nature efficient to decipher or prophesy a interest), preparing the basis, analyzing the basis through visualization, creating a pattern, and reporting your results. You are required to use IBM Watson. Behind reporting the results you accomplish a transcribe abstract and disposal of your findings. That is,
1. Demonstrate the impression of CRISP approach: construction the substance, construction the basis, etc.
2. Analyzing the basis through visualization using IBM Watson Analytics
3. Abstract of your findings.
The basissets are granted adown. Grading criteria for the device is presented adown.
Possible basis sets to elect from:
Data from Hackathon such as the Lord of the Machines - Basis Science Hackathon, DataHack Premier League, Mckinsey Analytics Online Hackathon, etc. (Be summon to choose challenging substance ...)
Possible sources are:
c. https://www.kdnuggets.com/datasets/index.html (Datasets for Basis Mining and Basis Science)
d. open council basisset @ https://catalog.data.gov/dataset?groups=local
e. Dataset from URL: https://www.ibm.com/communities/analytics/watson-analytics-blog/guide-to-sample-datasets/
f. Other basissets behind getting praise from the instructors.
For stance at URL: https://www.ibm.com/communities/analytics/watson-analytics-blog/guide-to-sample-datasets/
WA_Fn UseC_ Marketing Belligerence Eff UseC_ FastF.csv
Quickly irritate criterion market belligerences naturalized on exculpations, enrichment and other key metrics. Prophesy who accomplish accord to which belligerence by which agent and why. Extension the presumption of exculpations and character of leads in forthcoming belligerences.
WA_Fn UseC_ Marketing Belligerence Plan_ GroceryS.csv
Using this basisset encircling Coupons, you can immediately irritate marketing belligerences naturalized on exculpations, enrichment and other key metrics. Prophesy who accomplish accord to which belligerence, which agent they accomplish use and why and thereby extension the presumption of exculpations and character of leads in forthcoming belligerences.
WA_Fn UseC_ Marketing Customer Value Analysis.csv
Understand customer demographics and buying deportment. Use prophesyive analytics to irritate the most profitefficient customers and how they interact. Choose targeted actions to extension profitefficient customer exculpation, rebellion and eliminatement.
WA_Fn UseC_ Accounts Receivable.csv
Understand the factors of prosperous store efforts. You can Prophesy which customers accomplish pay fascriterion and repossess further money and amend stores competency.
WA_Fn UseC_ Banking Loss Events 2007-14.xlsx
Understand mysterious patterns and trends by combining manifold fields in Explore. Prophesy the promotive drivers of a target, for stance, using ‘Recovery Amount’ as the target.
WA_Fn UseC_ Telco Customer Churn.csv
Predict deportment to hold customers. You can irritate all appropriate customer basis and eliminate focused customer rebellion programs.
WA_Fn UseC_ Operations Dem Planning_ BikeShare.csv
Understand issue and labor usage characteristics naturalized on operational and outer counsel. Prophesy the mitigated arrival or period a labor accomplish be used to optimize enrichment. Finally, extension the presumption of express sentiments by having the direct issue availefficient at the direct period.