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This is an online lecture about the design and implementation of secure computer systems. Lectures cover threat models, attacks that compromise security, and techniques for...

This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...

In this course, students will explore how to wrangle data from diverse sources and shape it to enable data-driven applications.

Advanced algorithms build upon basic ones and use new ideas. The course will start with networks flows which are used in more obvious applications such as optimal matchings,...

This online course program teaches the fundamentals of programming with Python for AI projects such as neural networks.

This course teaches students to think offline-first. This means that they have to make their applications perform their best in all scenarios, not just ideal ones.

This sequence of online courses teaches the key concepts of Windows Server management. It includes installing, monitoring, and managing Windows Server, as well as implementing...

This course will expand upon the basic knowledge of CSS3 to include topics such as wireframes, fluid design, media queries, and the use of existing styling paradigms such as...

This video lecture discusses model driven software engineering (theory and tool support).

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 course is for experienced C programmers who want to program in C++. The examples and exercises require a basic understanding of algorithms and object-oriented software.

This course will show how one can treat the Internet as a source of data. Students will scrape, parse, and read web data as well as access data using web APIs and will work with...

Internet search uses textual queries. These are strings from the point of view of computer science. To make sense of all that information and make search efficient, search...

This online course program gives an introduction to applying Data Science to product management. It explores how to apply data science techniques, data engineering processes,...

This course will show exciting examples of collaborative, interactive web applications that use various types of media including sound, images and big data.

This course teaches the knowledge and skills for using data warehouses for business intelligence purposes and for working as a business intelligence developer. The course gives...

This online course shows the fundamental concepts of concurrent programming in the context of Java 8.

This online course program gives an introduction to key concepts and applications in Deep Learning, including various kinds of neural networks for supervised and unsupervised...

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

This online course explores DDoS attacks and defense techniques.