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In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

Students will understand, through this course, the power and limitations of algorithms that help people develop the tools to make real-world computers smarter, faster and safer.

In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...

This online course explores algorithmics and graph theory using Python.

In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...

This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.

This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

In this course, students will learn the basic tools that every web page coder needs to know, starting from how to implement modern web pages with HTML and CSS and how to code...

This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.

In this course students expand their programming skills and apply them to authentic app development projects. The topics covered in this course include Xcode basics, Core iOS...

This online course explores the fundamentals of Artificial Intelligence (AI). Participants will design intelligent agents to solve real-world problems, including search, games,...

This course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.

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

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

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...

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...