This course is aimed at developing practical machine learning and data science skills. It will cover various machine learning concepts and methods as well as hands on programming with Python. The students will be able to identify the type of problems and the appropriate machine learning models, strengths and weaknesses of each model, including the assumptions of the method, and apply machine learning for prediction and evaluate the results.

Second half of a full year course in Quantum Field Theory. The focus will be on symmetries in quantum field theory, with a particular emphasis on the Poincare group and its representations. Quantization of spin-1/2 fields will be subsequently covered, followed by an in-depth treatment of Quantum Electrodynamics and its renormalization. An introduction to path integral quantization of non-Abelian gauge theories will also be included.

This course introduces the fundamental concepts and techniques relevant for physical implementations of quantum computing. The course focuses on continuous quantum dynamics of few-qubit systems, using concrete examples of superconducting qubits as a main thread. It is intended for physics, engineering, and computer science juniors and seniors who wish to learn the language of experimental quantum information research. (It is particularly suited as a sequel to COMPSCI 490Q: Quantum Information Science from a hardware perspective).

Not available at this time

Not available at this time

The Materials Chemistry Colloquium is a seminar/discussion-based course with weekly presentations focuses on chemical approaches to solving current problems in materials science.

This course delves into the biotechnology techniques and advances that have impacted the world of biomedical research and medicine.

This course emphasizes understanding, speaking, and writing in a contemporary context. It also promotes creativity with presentations and original group projects. It includes Web activities, films, short stories, and frequent conversation sessions with language assistants.