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This MOOC introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.
This online course explores materials from the atomic to the continuum level, and apply the learning to mechanics and engineering problems.
This course will teach how to design experiments that compare design alternatives, techniques for running experiments, and how to analyze data from these experiments. This...
This online video lecture series gives an introduction to deep learning.
This online course gives an introduction to the basic concepts of quantum theory of solids and presents the theory describing the carrier behaviors in semiconductors. The course...
This online course gives an introduction to Excel for data analysis. It includes cleaning and preparing data, automating data analysis, and transforming, linking, and...
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 online course teaches the skills needed to create dynamic content by storing and retrieving data through the use of databases and files including CSV, XML and JSON.
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