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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 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...

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

This online course explores algorithmics and graph theory using Python.

This online course gives an introduction to the principles and tools needed to develop cyber-physical systems. CPS can be a key building block of the Internet of Things (IoT).

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

In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...

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...

In this course students expand their programming skills and apply them to authentic app development projects. The topics covered in this course include Xcode basics, Core iOS...

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

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 be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...

In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in 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...

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