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This online course explores introductory programming and data analysis in MATLAB, with applications to biology and medicine.
This short online course is intended to assist undergraduates with learning the basics of programming in general and programming MATLAB® in particular.
This online course teaches how to develop an algorithm, read code and understand how programming concepts relate to algorithms.
This course will expand participants´ programming skill set to read and manipulate data with more complex structure. They will also write programs with more complex structure.
This online course aims to provide students with an understanding of the role computation can play in solving problems. It teaches how to solve problems with basic computer...
This online course explores key AI concepts, including machine learning, deep learning and neural networks. The course is designed for beginners and no programming skills are...
This online course series gives an introduction to programming in Python for data science, including data analysis and visualization.
This 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 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 covers the fundamentals of parallel programming, from task parallelism to data parallelism. Participants will see how many familiar ideas from functional...
This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)
This online course teaches the theory and practice of concurrent programming in Erlang, through practical exercises and suggested projects.
This online course teaches systematic program design - how to write programs that tell a clear story about what they do, are well-tested, and easy to improve.
This online course explores the key infrastructures of drinking water and electricity, and policies that have been developed to strengthen their cybersecurity programs.
In this online course, participants write programs in Java to solve real world problems that are large enough to require multiple classes working together. Participants learn...
This online course gives an introduction to programming in C. Learners will be able to immediately start coding in C with the help of powerful yet simple coding tools right...
This course delves into a variety of processes to structure software development. It also covers the foundations of core Agile practices, such as Extreme Programming and Scrum.
This online course explores the fundamentals of Artificial Intelligence (AI). Participants will design intelligent agents to solve real-world problems, including search, games,...
This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...
This online course (MOOC) teaches the basic building blocks of R.
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