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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 two-part course is designed to be a fun introduction to the basics of programming in Python. The main focus will be on building simple interactive games such as Pong,...

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

Participants of this course will understand the content marketing and social media ecosystems and how these interconnected channels drive search results to a website. They will...

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

This online course (MOOC) teaches Julia as a high-performance dynamic programming language developed specifically for scientific computing.

This online course program gives an introduction to relational databases. It includes database design, database software fundamentals, how to use the Structured Query Language...

This MOOC will teach participants how to develop an embedded systems device. The course focuses on embedded systems applications in the area of the IoT.

This online course gives an overview of smart contracts as a key element of blockchain technology.

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...

In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...

This online course series explores how to teach computational thinking and programming in schools. It teaches several block-based languages, but using novel approaches designed...

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 the fundamentals of SQL and teaches how to work with data. No prior SQL experience needed.

This course focuses on how to design and build secure systems with a human-centric focus. It will look at basic principles of human-computer interaction, and apply these...

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 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 program shows best practices of how to integrate test-driven software development into the programming workflow. The goal is to be able to write code that...

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 course covers how to program in R and how to use R for effective data analysis. Students will learn how to install and configure software necessary for a statistical...