Advanced Search

This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

This course explores the convergence of multiple disciplines leading to todays’ Smartphones. Students will learn about the birth and evolution of Telephony Networks, Broadcast...

This online course explores how international law regulates armed conflicts, protects individuals in wartime, including terrorism, and guarantees minimum compliance.

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This online course covers design of photovoltaic systems, such as utility scale solar farms or residential scale systems (on/off the grid).

This online course teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.

This online course (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.

This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

This online course teaches the fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

This MOOC gives an introduction to Python and includes data analysis techniques.

In this course, students will learn about data structures, like graphs, that are fundamental for working with structured real world data. They will develop, implement, and...

This series of MOOCs explores the fundamentals of probabilistic graphical models.

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...