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This course teaches its students about basic concepts in theoretical computer science – such as NP-completeness – and what they imply for solving tough algorithmic problems.

Students will learn about fundamental principles of inheritance, gene expression, mutation and variation, development of simple and complex biological traits, human ancestry and...

This online course teaches the fundamentals of data visualization and practices communicating with data.

Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...

This course is designed to help its students to materialize their game-changing idea and transform it into a product that they can build a business around.

This course will teach students the design and analysis of A/B tests, also known as split tests, which are online experiments used to test potential improvements to a website or...

This online course gives an introduction to Generative AI and shows how it is used and how it differs from traditional machine learning methods.

This online course gives an introduction to security issues relating to cyber-physical systems and the internet of things.

This online course gives an introduction to Eigenvectors and Eigenvalues.

By the end of this class students will understand key concepts needed to devise new algorithms for graphs and other important data structures and to evaluate the efficiency of...

This online course gives an introduction to virtual reality technology, including optics, displays, stereopsis, tracking, and hardware platforms.

Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.

This online course gives an introduction to Swift, Apple's programming language for building iOS applications.

This online course gives an introduction to machine learning and includes a wide range of supervised-learning techniques, from simple linear regression to support vector...

In this course, students will learn the process of building an iOS app, from brainstorming ideas to publishing on the App Store.

This course teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used to perform manually....

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

Through this course, students learn how to go through the entire data analysis process.

This online course gives an introduction to AI using Microsoft's cloud-based solutions, such as Azure Machine Learning and Azure Cognitive Services. It includes applications...