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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 (MOOC) teaches the basics of statistics.It includes the following topics :Descriptive statistics, i.e. how to describe data: central tendency (mean, median),...
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This course is an introduction to least squares from a linear algebraic and mathematical perspective.
This online course gives an introduction to data science. It explores one of the most internationally-recognized processes for solving data-science problems.
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 the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...
This MOOC explores astronomical technology. It teaches how the technology works and how it has allowed astronomers to collect astronomical data.
This online course teaches Python step by step for beginners. It includes more than 100 short video lessons, covering topics from the object and data structure basics to...
This online course teaches more than 20 hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop.
This online course teaches how to apply computational thinking in data science.
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 discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...
This online course gives an introduction to data and their analysis and interpretation.
This course discusses the basic biology of modern genomics and the experimental tools used for measurement. This is the first course in the Genomic Big Data Science Specialization.
This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.
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 explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.
This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.
This online course teaches about comprehensive data mining and machine learning with Python and Spark.
This online course gives an initial introduction to data science and use of the MATLAB software.
This online course gives an introduction to linear algebra, which is used in applications such as statistics and data science.
This MOOC includes basic Excel functions as well as topics like using pivot tables, charts and graphs.
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