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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 features a real-world case study. In response to business requirements presented in a case study, students will design and build a small data warehouse, create data...
This online course helps to learn the foundations of probability and statistics.
This online course explores how the games industry can use big data to enhance the gaming experience and increase profits.
This course will provide a crash course in what data science and big data mean and how they play a role in successful organizations
This online course teaches how to apply computational thinking in data science.
This online course explores how data science can help understand the environment. The course also introduces the tools used by statisticians and data scientists.
In this course, students will learn how to identify new opportunities to create value for empowered consumers, develop strategies that yield an advantage over rivals, and...
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.
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 teaches how to use Spark with Python for Big Data analysis.
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 MOOC explores astronomical technology. It teaches how the technology works and how it has allowed astronomers to collect astronomical data.
This course will cover the theory and the fundamentals of the emerging science of Sabermetrics. Students will discuss the game of baseball, not through consensus or a fan's...
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 focuses on writing good code for data science. This course covers the primary means by which R software is organized and distributed.
This online course explores advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include...
This online course teaches Tableau 10 in data science by solving real-life analytics problems at an expert level.
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...
How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class these two seemingly...
This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...
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