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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...
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 course covers how to program in R and how to use R for effective data analysis. Students will learn how to install and configure software necessary for a statistical...
This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...
In this course, students will learn exciting concepts and skills for designing data warehouses and creating data integration workflows.
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 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 how data science can help understand the environment. The course also introduces the tools used by statisticians and data scientists.
This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...
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...
This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and from colleagues in various...
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...
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