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This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

This online course teaches how to apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.

This online course gives an introduction to the science behind global warming. It covers the basic principles of atmospheric science, methods of climate data collection, basic...

This online course explores the characteristics of language through big data analysis. It includes the data-based linguistic analysis of written and spoken texts.

This online Java course provides with a strong understanding of basic Java programming elements and data abstraction using problem representation and the object-oriented...

This series of online courses gives an introduction to data analysis and data science.Participants will be introduced to tools such as Excel, Tableau, and MySQL to analyze data,...

This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a...

This online course program explores the programming fundamentals required for data science, including R, SQL, Command Line, and Git.

This online course gives a short introduction to machine learning and data science for everyone.

This online course series teaches the importance of software design, programming skills (C++), data structures, and algorithm principles.

This online course teaches Data Science step by step through real analytics examples. It includes data mining, modeling, data visualization, and more.

This online course gives an introduction to Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...

This course teaches how to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from...

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

This online course series gives an introduction to data science. The courses cover the concepts and tools needed throughout the entire data science pipeline. It covers topics...

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.

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...

Through this course, students learn how to go through the entire data analysis process.

This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.