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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 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 online course series gives an introduction to blockchain technology. It explains basic concepts, shows how to implement smart contracts, and teaches to program on the...

In this course, students will use computers to creatively design web pages using HTML and CSS. They will then use Javascript to develop programs and algorithms--ways to get the...

This online course series gives an introduction to UX Research and UX Design. It teaches how to understand user needs, rapidly generate prototypes, and evaluate design concepts....

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 online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...

This series of online courses is designed to prepare learners for an entry-level role in IT support. It includes introductory courses in topics such as technical support,...

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

This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more...

This course covers regression analysis, least squares and inference using regression models. Special cases of the regression model, ANOVA and ANCOVA will be covered as well....

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

This course will explore game worlds in existing games and study the art and influences that inform their themes and styles.

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 course teaches how graph theory can be used to assemble genomes from these short pieces and also about brute force algorithms and how to apply them to sequencing...

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 extensive series of online courses covers the basics of modern full stack web development, from UX design, to front-end coding, to custom databases. Participants will build...

In this course, students will learn to design the computer architecture of complex modern microprocessors.

This online course program explores strategies to put ethics into practice in data-driven technologies such as Artificial Intelligence, Data Science, and Internet of Things.

This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...