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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 is a focused course designed to rapidly get participants up to speed on doing data science in real life. It includes eg. describing possible pitfalls when pulling /...
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 genomic data science. The course explores DNA replication, analyzing algorithms to look for hidden messages in the genome. It also...
This online course series gives learners an introduction to Data Science and practical applications of the MATLAB software.
Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course...
This online course is designed to introduce participants to basic tools of theory building and data analysis in systems science and to apply those tools to better understand the...
This online course explores how to build and incorporate ethical frameworks in AI and Big Data technology and business initiatives to add transparency, build trust, and drive...
This online course teaches how to use the R programming language for data science and machine learning and data visualization.
This online course program explores health informatics applications through a series of individual online courses. Topics include the technical context, measuring outcomes, and...
This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This online course explores how data science can help understand the environment. The course also introduces the tools used by statisticians and data scientists.
This online course program gives an introduction to clinical data science. It uses statistics and programming to provide examples of specific challenges, tools, and...
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 explores programming in R and R Studio as well as key concepts of data analytics, data science, statistical analysis and GGPlot2.
This online course helps to learn the foundations of probability and statistics.
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.
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 takes students from data novice to data analyst in just four project-based courses. They will learn to apply basic data science tools and techniques, including data...
This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.
This online course gives an introduction to linear algebra, which is used in applications such as statistics and data science.
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