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This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...

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

This online course teaches how Apple's GCD (long form: Grand Central Dispatch) framework allows you to create asynchronous apps for iOS, ensuring a smooth user experience.

This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

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...

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

In this online course, participants get hands-on experience making web applications accessible (eg. through screen readers).

This comprehensive series of online courses will teach you the technology of self-driving cars. The courses include elements from robotics, software development, machine...

This online course explores algorithmics and graph theory using Python.

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

This online course series gives participants the opportunity to become a robotics engineer. The program covers all key aspects of modern robotics and was created with leading...

The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...

This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

This course will provide students with the tools and skills necessary to develop an iOS App from scratch. By the end of this first course they will be able to demonstrate...

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

This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

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

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