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This online course gives a first introduction to Data Science.  It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...

This MOOC discusses the modeling and management of large amounts of data. It explores big data management systems.

This online course teaches Excel fundamentals including data wrangling, spreadsheet management, and basic data analysis.

This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...

This video lecture series gives an introduction to neural networks and deep learning. It covers topics such as backpropagation, loss functions and optimization strategies,...

This online course explores the development of 2D and 3D interactive games by analyzing the design of games such as Super Mario Bros., Pokémon, Angry Birds, and more. It also...

This course provides the knowledge needed to start recognizing the role of design in today’s world. In addition to learning basic design concepts such as affordances and...

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 teaches how to program in C++, which is a language well-respected for its flexibility and low-level functionality. It is used in the development of operating...

This online lecture explores the basics of digital circuits.

This course teaches the web developers to think about forms and interactions for all of their users, no matter the form or their device.

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

The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...

This course guides students to distill and improve the foundational aspects of their game so that they may express their ideas in a clear and productive way.

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 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 explores the key issues facing policy makers attempting to manage the problem of cybersecurity, from its technical foundations to the domestic and...

With this course, students will learn how to use data and analytics to give an edge to their career and life. They will examine real world examples of how analytics have been...

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...