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This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

This online course teaches how to to create machine learning algorithms in Python and R.

This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

In this course, students will learn exciting concepts and skills for designing data warehouses and creating data integration workflows.

This online course gives an initial introduction to data science and use of the MATLAB software.

This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This online course explores how the games industry can use big data to enhance the gaming experience and increase profits.

This online course introduces learners to the science of business analytics with applications in a marketing context.

Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...

This online course explores the foundations of probability and its relationship to statistics and data science.

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

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 online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...

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 online course is the first step of the Clinical Data Science Specialization. The course will teach learners how data is gathered, how data is formed, as well as basic SQL...

This online course gives an introduction to the analysis of data gathered from the Internet of Things (IoT). It shows the analysis of data correlation, patterns, trends, and...

This online Java course provides additional advanced topics about Java programming elements and data abstraction.

This course discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...