This page collects books, seminar slides, study materials, and other academic resources created or authored by members of The SIGNAL Group.
Books
Business Analytics: Data to Decisions
A textbook on business analytics, probability, statistics, and introductory machine learning, with examples and datasets motivated largely by the Indian context.
Mathematical Techniques for Competitive Examinations
A problem-based book for high-school students preparing for entrance tests and mathematical competitions.
Seminar slides
Study materials
Here is an introduction to R coding through a comprehensive guide, with simple practices to follow. Download the R script and run it using the UrbanMart dataset for hands-on practice. Contact Prof. Soudeep if there is any question about this.
HR analytics dataset
Here is an Excel dataset for teaching and practice exercises in applied statistical modelling. This can be used for different types of regression and classification exercises. Contact Prof. Soudeep if there is any question about this.
A discussion on statistical power
Understanding the concept of type I/II error and power is important for an introductory course in statistics. Here is a short note about power with specific examples in one-sample tests of mean and variance. Contact Prof. Soudeep if there is any question about this.
A guide to model large spatial data
Here is a short note, accompanied with relevant slides, to understand various techniques of modelling large spatial data. Contact Dr. Shamriddha and Ms. Shagun if there is any question about this.
Others
How to get into IIM Bangalore for a PhD?
Ms. Lizan discusses the PhD journey at IIM Bangalore in this podcast, including admissions, research experience, and career opportunities.
SIGNAL Group Collaboration Network
Interactive visualization of the SIGNAL Group's co-authorship network, with different views, and a playback mode showing how collaborations evolve in themes and time. It has been kindly prepared by Mr. Satyaki.