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This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

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

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

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

This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This course covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help participants...

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...

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

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 represents a focus on several techniques that are widely used in the analysis of high-dimensional data.

With the support of Google’s recruiting and engineering teams this course provides tips, examples, and practice opportunities that may help students with job interviews at a...

This online course covers system identification. It includes eg. Introduction to modeling: Black-box and grey-box models; Parametric and non-parametric models; ARX, ARMAX (etc.)...

This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...

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

This online course explores algorithmics and graph theory using Python.

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