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This online course gives a short introduction to machine learning and data science for everyone.
This online course series gives learners an introduction to Data Science and practical applications of the MATLAB software.
This online course program gives an introduction to the field of Data Science. It teaches the applications and activities of Data Science, key methodologies and open source...
This online course shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.
This online course teaches how to apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.
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 series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...
This online course program explores the programming fundamentals required for data science, including R, SQL, Command Line, and Git.
This online course gives an introduction to data science for managers. Participants analyze business data with Microsoft Azure through the use of SQL, machine learning, and...
This series of online courses teaches to analyze and visualize data in R and created reproducible data analysis reports, to understand the unified nature of statistical...
This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...
This online course gives an introduction to linear algebra, which is used in applications such as statistics and data science.
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 gives an introduction to data analysis. It includes basic concepts such as the data ecosystem and the fundamentals of data analysis.
This online course gives an introduction to the fundamentals of SQL and teaches how to work with data. No prior SQL experience needed.
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 course teaches the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...
This computer science course covers advanced object-oriented programing strategies, including polymorphism, abstract classes, super keyword, exceptions, generics, sorting and...
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 online course gives an introduction to programming using the language "R", a popular language for statistical computing and graphics in data science and other domains.
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