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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 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 (MOOC) is designed to teach learners the basic math they will need in order to master any data science math course. It was created for learners who have basic...
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 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 series gives a practical introduction to data mining using the Weka workbench.
This course gives an introduction to computer science and programming. Students will learn about: notions of computation, the Python programming language, some simple...
This online course introduces learners to the science of business analytics with applications in a marketing context.
In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.
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 teaches how to apply computational thinking in data science.
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...
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 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 genomic data science. The course explores DNA replication, analyzing algorithms to look for hidden messages in the genome. It also...
The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...
In this computer science course, participants will learn the basics of programming in the Java language. This course will cover repetition statements (for, while, do-while and...
This online course explores probabilistic models, including random processes and the basic elements of statistical inference.
This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
This online Java course provides additional advanced topics about Java programming elements and data abstraction.
This online course series gives an introduction to data science for beginners, including open source tools like Jupyter Notebooks, RStudio IDE, Apache Zeppelin, and OpenRefine.
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