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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 teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...
This online course explores programming in R and R Studio as well as key concepts of data analytics, data science, statistical analysis and GGPlot2.
This short online course gives an overview of open source tools for data science, such as Jupyter Notebooks, RStudio IDE, Apache Zeppelin and Data Science Experience.
This course teaches how to take scattered data and organize it into groups for use in many applications, such as market analysis and biomedical data analysis, or as a...
This online course gives an introduction to data and their analysis and interpretation.
This MOOC teaches some advanced Excel skills - including index formulas, logical text and nested functions. It also explores data connections to external databases, and Visual...
This online course gives a short introduction to machine learning and data science for everyone.
This course provides the foundation needed for a career in database development, data warehousing, or business intelligence, as well as for the entire Data Warehousing for...
This online course series gives a practical introduction to data mining using the Weka workbench.
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 shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.
This online course gives an introduction to Precision Medicine. It includes precision-medicine era diagnostics, treatment selection, genetic counseling, public health...
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
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 online course gives an introduction to data analysis. It includes basic concepts such as the data ecosystem and the fundamentals of data analysis.
This course is an introduction to the basic ideas behind the qualitative research in social science. Students will learn about data collection, description, analysis and...
This online course explores the foundations of probability and its relationship to statistics and data science.
This online course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting.
In this Computer Science course, students will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing...
This online course teaches data science and analytics with R.
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