Major Courses

UC Berkeley:

  • Learning and Control

  • Deep Learning

  • Statistical Models and Application

  • Statistical Learning Theory

  • High Dimensional Statistics

  • Convex Optimization and Algorithms

  • Random Processes in Systems

IIT Bombay:

Applied Maths and CS

  • Stochastic Approximation

  • Applied Stochastic Processes

  • Markov Decision Processes

  • Advanced Probability

  • Matrix Computations

  • Introduction to Machine Learning

  • Data Structures and Algorithms

Maths

  • Measure Theory

  • Basic Algebra

  • Multivariable Calculus

  • Fourier Analysis

Communications and Signal Processing

  • Information Theory

  • Communication Networks

  • Advanced Signal Processing

  • Speech Processing

Devices and Circuits

  • VLSI CAD

  • CMOS VLSI

  • Nanoelectronics