Fraud Analytics: Case study using Logistic Regression
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This course covers a case study on fraud detection using logistic regression analysis in the language of SAS. By the end of this course you will learn about the various types of fraud. You will learn what information to use from the available data to detect different kinds of fraud.
You will also earn the approach and best practices in using a logistic regression based approach to fraud detection.
You get access to 13 videos. It will take you about one and a half hours if you complete the course in one stretch.
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Certificate of completion.
|Section 1: Introduction to Fraud Analytics|
Introduction and Problem DefinitionPreview
|Section 2: Data Exploration|
Understanding the DataPreview
Treating Categorical Variables
|Section 3: Data Preparation, Model Creation and Validation|
Data Preparation- Sampling and Missing Value Treatment
Data Preparation- Outlier Treatment
Variable Transformation- Part 1
Variable Transformation- Part 2
Jigsaw Academy is a Bangalore based analytics training company that is run by analytics professionals. Their data analytics courses are designed and delivered by industry experts who have applied analytics to solve business problems in a variety of fields like retail, FMCG, financial services, telecom and health care. The instructors use their real-world experiences to teach analytical skills that are most valuable at the work place. Their flagship course called the Foundation course in Analytics and the language of SAS ( data analytics course) has been taken by thousands of students across the globe and has helped launch many careers in this new and exciting field. They have recently completed analytics training workshops in B schools across the country, including IIM Bangalore.
Jigsaw Academy's analytics courses have been compared with the best institutes in India be it IIT’s or IIM’s & is featured as one of the best analytics training institute in India. Considering Jigsaw Academy's course quality, Great Lakes (a premiere MBA institute in India) has collaborated with Jigsaw Academy in offering a Post Graduate Programme in Analytics.