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This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...
This course will teach the core process of experience design and how to effectively evaluate work with the people for whom you are designing. Students will learn fundamental...
This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.
This online lecture is an introduction to the theory that tries to explain how minds are made from collections of simpler processes.
This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.
This lecture focuses on recent developments in image processing driven by medical applications. All algorithms are motivated by practical problems. The mathematical tools...
This course is an introduction to the basic ideas behind the qualitative research in social science. Students will learn about data collection, description, analysis and...
This course, part 2 of a 2-course sequence, examines the history of rock, primarily as it unfolded in the United States, from the early 1970s to the early 1990s.
This online course gives an introduction to Intellectual Property Law. Part 1 of the course explores IP and patent laws and includes topics such as:A survey of intellectual...
This course teaches how to take scattered data and organize it into groups for use in many applications, such as market analysis and biomedical data analysis, or as a...
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 will introduce participants to new key signatures, including minor tonalities, and how they are constructed. Learners will train their ear to hear minor...
This online course focuses on a framework for understanding how to use language constructs effectively and how to design correct and elegant programs.
This online course teaches the toolkit for mastering challenges in computational psychiatry. It covers a variety of mathematical models for studying learning, decision-making or...
In this online course participants will get started working on their very first Progressive Web App - a web app that can take advantage of many of the features native...
This online course gives an opportunity to learn about global trends that influence our environment and the living conditions and how different management systems and approaches...
This online lecture provides an introduction to mathematical modeling of computational problems.
This course teaches the principles and concepts involved in the analysis and design of large software systems.
This online course gives an introduction to Marketing Analytics. It provides learners with exposure to essential tools including exploratory data analysis, as well as regression...
This course will introduce students to the major challenges and opportunities for creating online communities.
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