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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 program gives a comprehensive introduction to Deep Learning. Deep Learning (part of Machine Learning) is one of the most important building blocks of modern...
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This master's program is designed for students of all academic backgrounds, including for people already working in the field and for those who intend to enter the field for the...
This online course gives an introduction to the fundamental precepts of computer science. It covers the relationships between applications programming, the theory of...
This online course provides a series of Python programming exercises intended to explore the use of numerical modeling in climate sciences. The scientific background for these...
This series of online courses shows how to write parallel, concurrent and distributed programs. It is meant for learners with skills in sequential programming in Java.
This course considers the common data structures that are used in various computational problems. Participants will learn how these data structures are implemented in different...
This course will introduce students to the basics of the Structured Query Language (SQL) as well as basic database design for storing data as part of a multi-step data...
In this course, participants will see how the data parallel paradigm can be extended to the distributed case, using Spark throughout. The course will cover Spark's programming...
This online course program explores the fundamentals and technical skills in financial engineering. It includes valuing options, swaps, forwards, futures, and other complex...
This online course program explores advanced topics in web development with Django. It is assumed that learners are familiar with Python and Django basics. The program covers...
This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.
This online course program explores statistical thermodynamics and was designed for learners working in advanced fields such as combustion, high temperature gas dynamics,...
This online course program explores Generative Adversarial Networks (GANs). It includes image generation with GANs, charting a path from foundational concepts to advanced...
This online course shows the fundamental concepts of concurrent programming in the context of Java 8.
This online course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket,...
This online course focuses on writing good code for data science. This course covers the primary means by which R software is organized and distributed.
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 will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the...
This online course focuses on a framework for understanding how to use language constructs effectively and how to design correct and elegant programs.
This online course series explores the fundamentals of data structures and algorithms with a focus on data science applications. It is designed for learners who are interested...
This online course gives an introduction to the basic structure of a web application. It explores how a web browser interacts with a web server and the request/response cycle....
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