E-PGD in Advanced Business Analytics Course at Indian Institute of Management, Ahmedabad Syllabus & Subjects Semester Wise

Syllabus for E-PGD in Advanced Business Analytics includes statistics, machine learning, data management, big data, and data mining.

Syllabus & Subjects: E-PGD in Advanced Business Analytics Course

The syllabus for an E-PGD (Executive Post Graduate Diploma) in Advanced Business Analytics typically comprises a comprehensive curriculum that equips students with the knowledge and skills required for a successful career in data analytics and business intelligence. Below is a detailed breakdown of the course syllabus:

S.No	Subjects
1	Introduction to R & Python
2	Basic Statistics and Probability
3	Basic Linear Algebra
4	Business Analytics in the Real World, Problems, and Data
5	Probability and Statistics using R and Python
6	Data Visualization using Tableau
7	Big Data Management
8	Regression Analysis
9	Bayesian Analysis
10	Machine Learning with Big Data
11	Textual Data Analytics
12	Business Simulation
13	Ethics, Privacy, and Data Security
14	Driving Organizational Value with Analytics
15	Public Policy Analytics
16	Operations Analytics