Sakthi Kumar

Sakthi Kumar

Postdoctoral Research Associate @ Machine Learning Department @ Carnegie Mellon University

Teaching

24-787: Artificial Intelligence and Machine Learning for Engineering

Graduate Course, , 2023

This course provides an introduction to the fundamental methods and algorithms at the core of modern machine learning and artificial intelligence. It also covers theoretical foundations as well as essential algorithms and practical techniques for supervised and unsupervised learning.

24-480: Artificial Intelligence and Machine Learning for Engineering

Undergraduate Course, , 2021

This course introduces algorithms that are at the center of modern-day artificial intelligence (AI) and machine learning (ML) techniques. The course takes an engineering-focused approach to AIML by investigating the wide array of sensors/sources of data available in the world, how these sensors/sources generate data, and algorithms and methods that are used to transform this data into knowledge/insights