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This online course program gives an introduction to back-end development, including Python Syntax, Linux commands, Git, SQL, Version Control, Cloud Hosting, APIs, JSON, XML and...

This online course program explores discrete mathematics as the language of computer science. The program includes programming examples, problems, and projects.

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This online course gives an introduction to test-driven software development, including the core concepts and the types of testing. Some prior knowledge of the Python...

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...

This online course gives an introduction to the infrastructure and platform services provided by Google Cloud Platform.

This series of MOOCs gives an introduction to algorithms.

This MOOC discusses cybersecurity in the context of the "internet of things" (IOT).

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...

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 discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

This online course (MOOC) explores the different dimensions of a digital footprint, including developing an effective online presence and managing privacy.

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 is the continuation of Approximation algorithms, Part 1. Here participants will learn linear programming duality applied to the design of some approximation algorithms, and...

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....

By taking this course, students will be exposed to a range of problems at the foundations of theoretical computer science, and to powerful design and analysis techniques.

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 examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...

This course lets students use their problem solving and Java programming skills by creating recommender systems. They will work with data on a topic such as books, movies or...

This series of online courses teaches how to carry out serverless data analysis and create machine learning models in the Google Cloud Platform.