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This course is a continuation of Crypto I and explains the inner workings of public-key systems and cryptographic protocols. Students will learn how to reason about the security...

This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...

This online course teaches how to manage Big Data with Hadoop.

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 online course explores challenging discrete optimization problems. It is intended for learners with prior skills in discrete optimizations.

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 program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

This online video lecture series gives an introduction to Reinforcement Learning.

In this project-based course students will engage in a real data analysis project that simulates the complexity and challenges of data analysts at work.

This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a...

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 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...

This Bachelor of Science in Computer Science degree is designed to provide those passionate about computing with instruction in computer science fundamentals.

This online course teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.

This online course shows the fundamental concepts of concurrent programming in the context of Java 8.

This class presents fundamental concepts in data analysis and statistical inference, focusing on one and two independent samples. Students having taken this class should be able...

This series of online courses explores the key concepts and applications of Deep Learning, including various kinds of neural networks for supervised and unsupervised learning....

This series of online courses explains the role of testing in web development. Participants will build a testing suite for a full-stack web application.

This course focuses on the major design tools used in the creation of an Application Specific Integrated Circuit (ASIC) or System on Chip (SoC) design.

This online course explores data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search,...