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I want to know the teaching courses at Robert Bosch Centre for Data Science and Artificial Intelligence, Indian Institute of Technology Madras so will you tell me?

[vikash]

The Robert Bosch Centre for Data Science and Artificial Intelligence (RBC-DSAI) was establishedin August 2017, with a vision to expand and further the research, education and outreach activities of the erstwhile Interdisciplinary Laboratory for Data Science at IIT Madras.

RBC-DSAI comprises faculty from several departments across the Institute, who carry out research in various areas of data science and artificial intelligence.

Teaching courses

List of various courses offered by the faculty associated with RBC-DSAI.

NPTEL courses-

Introduction to Data Analytics
Balaraman Ravindran, Nandan Sudarsanam

Introduction to Machine Learning
Balaraman Ravindran

Reinforcement Learning
Balaraman Ravindran

Introduction to Statistical Hypothesis Testing
Arun Tangirala

System Identification
Arun Tangirala

Introduction to Time-Frequency Analysis and Wavelet Transforms
Arun Tangirala


IITM Electives

CS5011 : Introduction to Machine Learning
B. Ravindran

CS6700 : Reinforcement Learning
B. Ravindran

CS6730 : Probabilistic Reasoning in AI
B. Ravindran

CS6012 : Social Network Analysis
B. Ravindran

MS6032 : Predictive and Prescriptive Data Analytics
Nandan Sudarsanam

CS7015 : Deep Learning
Mitesh Khapra

BT3051 : Data Structures and Algorithms for Biology
Karthik Raman

BT4110 : Computational Biology Laboratory
Karthik Raman

CH5170 : Process Optimization
Sridharakumar Narasimhan

CH5350 : Applied Time-Series Analysis
Arun K. Tangirala

CH5020 : Statistical Analysis and Design of Experiments
Arun K. Tangirala / A. Kannan

BT5240 : Systems Biology
Karthik Raman

CH5440 : Multivariate Data Analysis
Shankar Narasimhan

CH5230 : System Identification
Arun K. Tangirala

CH5470 : Graph Theory & Its Applications in Process Design
Sridharakumar Narasimhan

EE5154 : Complex Network Analysis
Venkatesh R

Contact-

Robert Bosch Centre for Data Science and Artificial Intelligence RBC-
DSAI New Academic Complex
Indian Institute of Technology Madras
Chennai, India 600036