Machine Learning and Deep Learning
UMASS: Reinforcement Learning, Responsible AI
IIT Hyderabad: Probabilistic Graphical Models, Pattern Recognition and Machine learning, Reinforcement Learning
Computer Vision, Image and Signal Processing
UMASS: Intelligent Visual Computing
IIT Hyderabad: Image Processing, Digital Signal Processing, Information Theory, Source Coding
Natural Language Processing
UMASS: Advanced Natural Language Procesing
IIT Hyderabad: Natural Language Procesing
Computer Science, Algorithms and Mathematics
UMASS: Algorithms for Data Science, Methods of Applied Statistics
IIT Hyderabad: Data Structures, Algorithms, Calculus, Linear Algebra, Vector Calculus, Random Process, Complex Variables, Probability, Combinatorics and graph theory
Systems
UMASS: Distributed and Operating systems, Systems for Data Science
IIT Hyderabad: Computer Architecture, Data base management systems
Online Learning
Coursera: Machine Learning (Prof Andrew Ng)
NPTEL: Deep Learning (Prof. mitesh khapra)