Courses
Online Courses/MOOCs:
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
University Courses
Computer Science 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:
Mathematics Courses:
- Calculus: Uni-variate and Multivariate, Differential and Integral
- Probability and Statistics
- Linear Algebra (with Matrix Theory)
- Differential Equations
- Complex Analysis
Chemistry Courses:
Chemistry Courses:
- Quantum Chemistry
- Retro-synthetic Analysis
- Electromagnetic Theory
- Drug Design
- Statistical Thermodynamics
- Material Science
- Nano materials
Miscellaneous Courses:
Miscellaneous Courses:
- Principles of Economics
- Mechanics & Oscillations, Electrical Sciences, General Biology, General Chemistry, Thermodynamics
- Cross Cultural Skills
- Dynamics of Social Change