Explore the Specialization in Machine Learning program at Georgia Institute of Technology. This program is offered in USA and provides an excellent learning opportunity in Masters studies.

The Online Master of Science in Computer Science (OMSCS) with a specialization in Machine Learning at Georgia Institute of Technology is designed for students seeking to deepen their understanding of machine learning principles and applications. The program requires a total of 30 credit hours, including 15 hours dedicated to the Machine Learning specialization. Students will engage in core courses such as Algorithms and Machine Learning, followed by elective courses that cover a range of topics including Big Data Systems, Computer Vision, and Deep Learning. The program is fully online, allowing for flexibility in learning, and is structured to accommodate both full-time and part-time students. This degree prepares graduates for advanced roles in technology and data science, equipping them with the skills necessary to tackle complex problems in various industries.

Required Courses

• CS 6505 Computability, Algorithms, and Complexity
• CS 7641 Machine Learning

Elective Courses

• CS 6220 Big Data Systems & Analysis
• CS 6476 Computer Vision
• CS 6603 AI, Ethics, and Society
• CS 7280 Network Science
• CS 7535 Markov Chain Monte Carlo
• CS 7540 Spectral Algorithms
• CS 7545 Machine Learning Theory
• CS 7616 Pattern Recognition
• CS 7626 Behavioral Imaging
• CS 7642 Reinforcement Learning and Decision Making
• CS 7643 Deep Learning
• CS 7644 Machine Learning for Robotics
• CS 7646 Machine Learning for Trading
• CS 7650 Natural Language
• CS 8803 Special Topics: Probabilistic Graph Models
• CSE 6240 Web Search and Text Mining
• CSE 6242 Data and Visual Analytics
• CSE 6250 Big Data for Health
• ISYE 6416 Computational Statistics
• ISYE 6420 Bayesian Methods
• ISYE 6664 Stochastic Optimization