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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 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 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 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 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 series prepares learners to use the IBM AI Enterprise Workflow that enables data scientists to build AI solutions, starting with business priorities and...

This course covers the fundamentals of iOS application development in the Swift programming language. Students will learn to use development tools such as XCode, design...

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...

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

In this course, students will explore the core design of AngularJS, its components and code organization techniques. They will enhance the functionality of their web app by...

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 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...

In this course, students will learn to interface common sensors and actuators to the DragonBoard™ 410c hardware. They will then develop software to acquire sensory data, process...

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

In this course, students will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...

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

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

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 course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

This course covers intermediate topics in software development. It teaches object-oriented programming principles that will allow students to use Java to its full potential, and...