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This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

This course presents the fundamental probability and statistical concepts used in elementary data analysis.

This online course shows how to program in Java and teaches general programming and problem-solving skills.The course explores how to design algorithms and develop and debug...

This online course gives an introduction to the fundamental concepts that underpin the React JavaScript library and teaches the basic skills required to build a simple and...

This online course provides the learner with the skills for creating new visualization building blocks. Learners will be able to build the tools needed to visualize a wide...

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

This online course teaches programming in a scientific context. The course is based on the Java programming language and teaches basic skills for computational problem solving...

This course will explore in-depth the challenges for cloud networking—how do we build a network infrastructure that provides the agility to deploy virtual networks on a shared...

This course explores real informatics tools and techniques and will be incorporating technology-enabled educational innovations to bring the subject matter to life. It will...

This online course series gives an introduction to cyber security for IT professionals, computer programmers, and managers. The courses include topics such as secure network...

This MOOC teaches some advanced Excel skills - including index formulas, logical text and nested functions. It also explores data connections to external databases, and Visual...

This course teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language...

This online course gives an introduction to computer hardware and operating systems.

This series of MOOCs explores the fundamentals of probabilistic graphical models.

In this class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.

This course covers the techniques required to break down and map requirements into plans that will ultimately drive software production.

This course introduces the design and implementation of Android applications for mobile devices. Students will develop an app from scratch, assuming a basic knowledge of Java,...

This online course is for experienced C programmers who want to program in C++. The examples and exercises require a basic understanding of algorithms and object-oriented software.

This course teaches how to manage, describe, summarize and visualize data. Students will choose a research question based on available data and engage in the early decisions...

This series of MOOCs covers R software development for building data science tools. It helps participants to learn modern software development practices to build tools that are...