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

This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.

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...

In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...

Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...

This online course teaches about the general information security risk management framework and its practices and how to identify and model information security risks and apply...

This course will teach its students two techniques for storing data to their device’s hard drive: the NSKeyedArchiver method and the more complex, but robust Core...

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

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 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...

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...

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...

In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...

This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...

This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...

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...

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.

This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...

This course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.

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