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Courses and Skills

Courses


Math

Real and complex analysis

Linear algebra

Multivariate calculus

Probability

Optimization

Applications

Graduate information retrieval (UT Austin, Ongoing)

Natural language processing (UT Austin)

Machine learning (UT Austin)

Robot learning from demonstration (UT Austin)

Data mining

Machine learning (Coursera)

Fundamentals of information retrieval

Speech processing

Software engineering

Systems

Advanced Operating Systems (UT Austin, Ongoing)

Parallel Computing (UT Austin)

Distributed Computing (UT Austin)

Digital design

Computer organization and architecure

Operating systems (with lab)

Compilers (with lab)

Data communications

Networks (with lab)

Systems Programming (with lab)

Databases (with lab)

System software lab

Peripherals lab

Hardware lab

Theoretical

Formal Semantics and Verification(UT Austin)

Introduction to Computing

Data structures

Algorithms

Discrete mathematics

Formal languages and automata theory

Theory of computation

Skills


Programming Languages C, C++, Python, Java(basic), Unix shell scripting
Web Development PHP, Play, MongoDb, MySQL, HTML, CSS
IDEs Microsoft Visual Studio, Eclipse, Idea
Libraries

Weka

R

Scikit-learn

Numpy

Theano

Pylearn2

Frameworks Django(basic), Twitter Bootstrap, Play, Akka