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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...

This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...

This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...

In this online course participants will get started working on their very first Progressive Web App - a web app that can take advantage of many of the features native...

This online course gives an introduction to compilers (automatic translators for higher level programming languages).

This course teaches the principles and concepts involved in the analysis and design of large software systems.

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...

This online course gives an introduction to the fundamentals of cloud computing. It includes topics such as computing power, security, storage, networking, messaging, and...

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 will guide participants through how a client communicates with a server, including details of HTTP/1 vs. HTTP/2.

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 front-end web development. Learners will create basic web pages using HTML and add style to the pages with CSS.

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...

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

This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).

This online course teaches the key steps to build a successful startup company.The main idea in this course is learning how to rapidly develop and test ideas by gathering...

This online course gives an introduction to foundational cloud computing skills. It includes lessons on the fundamental concepts, major cloud service providers such as AWS, and...