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This online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

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

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

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

This course covers intermediate topics in software development. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...

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

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

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

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

This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...

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

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...

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

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:...

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

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