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Here is a list of various courses offered by the faculty associated with RBCDSAI.

Online Certificate Programme in Technology and Management jointly offered by IIM Bangalore’s IIMBx MOOCs Programme and IIT Madras’ CCE and RBCDSAI

Online Courses

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Introduction to Data Analytics
Introduction to Data Analytics
B Ravindran , Nandan Sudarsanam
statistics machine learning linear regression probability theory
Introduction to Machine Learning
Introduction to Machine Learning
B Ravindran
machine learning supervised learning unsupervised learning linear regression classification clustering statistics probability theory linear algebra probabilistic models graphical models
Introduction to Statistical Hypothesis Testing
Introduction to Statistical Hypothesis Testing
Arun Tangirala
statistics probability theory hypothesis testing linear regression
Introduction to Time-Frequency Analysis and Wavelet Transforms
Introduction to Time-Frequency Analysis and Wavelet Transforms
Arun Tangirala
fourier transform time frequency analysis wavelet transforms
Reinforcement Learning
Reinforcement Learning
B Ravindran
reinforcement learning machine learning dynamic programming monte carlo methods
System Identification
System Identification
Arun Tangirala
system identification linear regression mathematical models experimental design model structure

Founded in August 2017, with a vision to become an internationally renowned centre for data science research, where long-standing fundamental research problems, cutting across disciplines, are targeted and solved.

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Indian Institute of Technology Madras,
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