opening data with kaggle

Post on 27-Jun-2015

343 Views

Category:

Data & Analytics

0 Downloads

Preview:

Click to see full reader

DESCRIPTION

From Galit Shmueli's talk at the Third Open Data Camp, Indian School of Business, Hyderabad, India, June 2014.

TRANSCRIPT

Opening Data With

Galit ShmuéliSRITNE Chaired Professor

of Data Analytics

Course Objectives• Integration of business and data mining• Hands-on experience with data mining

algorithms and everything before/after• Familiarity with industry applications• Know what you don’t know

Online

On-ground

Where to get real data? Real problems?

Option 1: Get data from open/closed Kaggle contests

Challenge #1: What is the business context?

Challenge #2: Where is the India focus?

Challenge #3: No relationship with the data owner

Option 2: Get real data from an open-minded local company

2012 Collaboration: theBargain.in

liberation.isb.edu

2013 Collaboration: YourCabs.com and IDRC

Sample of Dataset: Cab Bookings

top related