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This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

This online course gives an introduction to the Express framework.

Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical...

This online course teaches how to design large software systems that solve real-world problems using object-oriented design techniques.

This MOOC teaches formal methods to systematically develop correct, loop-based programs. The course presents a methodology that illustrates goal-oriented programming, starting...

This series of MOOCs gives an introduction to algorithms.

This online course series gives an introduction to software engineering. It teaches techniques and best practices for traditional and agile software project management.

This course is an introduction to the Swift programming language and will prepare students for more extensive iOS app development and build a foundation for advanced iOS...

This course covers techniques for monitoring your projects in order to align client needs, project plans, and software production. It focuses on metrics and reviews to track and...

This online course series gives an introduction to software development for cloud applications. It includes cloud development and deployment with AWS, and building apps with...

This online course teaches the essentials of the Kotlin programming language.

This online course program gives an introduction to the security skills to protect an organization’s computer networks and systems, including penetration testing and more.

This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...

This online course series gives an introduction to AR development. It includes tools and concepts like Spark AR Fundamentals, game creation in Spark AR, HTML5 WebGL, Javascript...

The goal of this course is to equip its students with the skills necessary to define requirements, set up an integrated development environment (IDE), learn Git (and Github!)...

In this course, participants will first learn what a graph is and what are some of the most important properties. Then they will learn several ways to traverse graphs and how...

This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

This course covers practical techniques to elicit and express software requirements from client interactions.

In this course students will learn about writing secure, developer-friendly APIs that will make their back-end application thrive and keep their users happy.

This course teaches the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...