Computer Science I: Programming Methodology

Stanford University | Computer Science

Topics focus on the introduction to the engineering of computer applications emphasizing modern software engineering principles: object-oriented design, decomposition, encapsulation, abstraction, and testing

Computer Science II: Programming Abstractions

Stanford University | Computer Science

Abstraction and its relation to programming. Software engineering principles of data abstraction and modularity. Object-oriented programming, fundamental data structures (such as stacks, queues, sets) and data-directed design. Recursion and recursive data structures (linked lists, trees, graphs). Introduction to time and space complexity analysis. Uses the programming language C++ covering its basic facilities.

Computer Science III: Programming Paradigms

Advanced memory management features of C and C++; the differences between imperative and object-oriented paradigms; the functional paradigm (using LISP) and concurrent programming (using C and C++); brief survey of other modern languages such as Python, Objective C, and C#.

Machine Learning

Stanford University | Computer Science

Topics include: supervised learning (generative/discriminative learning, parametric/non-parametric learning, neural networks, support vector machines); unsupervised learning (clustering, dimensionality reduction, kernel methods); learning theory (bias/variance tradeoffs; VC theory; large margins); reinforcement learning and adaptive contro

Introduction to Astrophysics

Yale University | Astronomy & Aerospace

This course focuses on three particularly interesting areas of astronomy that are advancing very rapidly: Extra-Solar Planets, Black Holes, and Dark Energy. Particular attention is paid to current projects that promise to improve our understanding significantly over the next few years. The course explores not just what is known, but what is currently not known, and how astronomers are going about trying to find out.

Fundamentals of Physics II

Yale University | Physics

Course Introduction and Newtonian Mechanics, Vectors in Multiple Dimensions, Newton’s Laws of Motion, Work-Energy Theorem and Law of Conservation of Energy, Kepler’s Laws, Law of Conservation of Momentum, Rotations, Torque, Introduction to Relativity, Lorentz Transformation, Four-Vector in Relativity, Simple Harmonic Motion, First, Second Law of Thermodynamics and Carnot’s Engine, The Boltzmann Constant, entropy etc…