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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...

In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...

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 teaches how to apply engineering principles, such as Agile, to build a full-stack software system.

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

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

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

In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...

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 online course explores algorithmics and graph theory using Python.

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...

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 the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.

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...

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

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 online course teaches how quantum communication provides security that is guaranteed by the laws of nature.