Courses

Online Courses/MOOCs:

• Machine Learning by Andrew Ng, Coursera
• Introduction to Machine Learning by Sebastian Thrun, Udacity
• Deep Learning Specialization by Andrew Ng, deeplearning.ai
  • Neural Networks and Deep Learning
  • Improving Deep Neural Networks: Hyperparameter Tuning,Regularization and Optimization
  • Structuring Machine Learning Projects
  • Convolutional Neural Networks
  • Sequence Models
• Convolutional Neural Networks for Visual Recognition(CS231n), Stanford

University Courses

Computer Science Courses:

• Discrete Structures for Computer Science
• Data Mining
• Computer Networks
• Design and Analysis of Algorithms
• Compiler Design
• Operating Systems
• Theory of Computation
• Computer Architecture
• Data Structures and Algorithms
• Database Systems
• Principles of Programming Languages
• Microprocessor and Interfacing
• Logic in Computer Science
• Object Oriented Programming
• Digital Design
• Computer Programming

Mathematics Courses:

• Calculus: Uni-variate and Multivariate, Differential and Integral
• Probability and Statistics
• Linear Algebra (with Matrix Theory)
• Differential Equations
• Complex Analysis

Chemistry Courses:

• Quantum Chemistry
• Retro-synthetic Analysis
• Electromagnetic Theory
• Drug Design
• Statistical Thermodynamics
• Material Science
• Nano materials

Miscellaneous Courses:

• Principles of Economics
• Mechanics & Oscillations, Electrical Sciences, General Biology, General Chemistry, Thermodynamics
• Cross Cultural Skills
• Dynamics of Social Change