The focus is on the mathematical foundations of state-of-the-art AI and machine learning algorithms. Students with a computer science background are admitted into the Computational concentration.

Explore the boundaries of computation. Our BA students may see themselves as scientists, wanting to learn computer science to aid in the process of scientific discovery. They may have an interest in ...

Machine Learning is the study of algorithms that improve automatically through experience. Topics covered typically include Bayesian Learning, Decision Trees, Genetic Algorithms, Neural Networks. This ...

In this course students will study deep learning architectures such as autoencoders, , convolutional deep neural networks, and recurrent neural networks. They will read original research papers that ...

Computer vision algorithms can check the identity of users, preventing identity theft and providing secure access to cryptocurrency accounts by examining facial features and ID papers.

Cissi O. Alm: natural language and speech processing Ivona Bezáková: machine learning, learning theory Reynold Bailey Jessica Bayliss Zilin Bian: Computer vision, machine learning, and multi-agent ...

Our research focuses on bioinformatics, data analysis, data science, discrete and machine learning algorithms, as well as distributed, intelligent and interactive systems. We also study software and ...

In this online engineering specialization, you will learn the major functions that must be performed by a battery management system, how lithium-ion battery cells work, how to model their behaviors ...

Computer programs can also help triage patients to specific medical treatment pathways, and premeds can help hospitals create algorithms to improve medical decision-making among health care providers.

Automated investing is a technology-driven method of investment management that uses algorithms and mathematical models to make investment decisions. Learn more about it here.