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

This master’s program is designed to give a broad array of professionals the necessary skills to further a career in data science.

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 online course program teaches how to program in Visual Basic. It starts with a general introduction to computer science and then covers the details of programming with...

This popular online course gives a basic overview of the Internet and its development and technology. It includes sections on:The history and development of the world wide web,...

This online course program gives an introduction to the basics of the Python programming language and teaches how to implement solutions to real-world problems using Python syntax.

This online course offers an introduction to the TOR browser. It explores basic concepts and hidden services used by TOR, censorship systems and censorship resistance systems.

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

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

This online course series gives learners an introduction to Data Science and practical applications of the MATLAB software.

This online course introduces the programming language JavaScript. Learners will write their first scripts, have their HTML and CSS skills assessed, create variables and arrays...

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 course covers embedded systems, the Raspberry Pi Platform, and the Arduino environment for building devices that can control the physical world.

This online course teaches the ins and outs of optimizing a website, from conducting an initial audit to presenting findings and recommendations. Hands-on activities include...

This course takes students from data novice to data analyst in just four project-based courses. They will learn to apply basic data science tools and techniques, including data...

This online course helps to learn how to transition from exploratory analysis to explanatory analysis.

This online course gives an introduction to computer hardware and operating systems.

In this course, students will learn to interface common sensors and actuators to the DragonBoard™ 410c hardware. They will then develop software to acquire sensory data, process...

This course presents the fundamental probability and statistical concepts used in elementary data analysis.

This online course will help participants to learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems.