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This MOOC gives an introduction to Python and includes data analysis techniques.
This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.
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 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 course gives an introduction to Excel for data analysis. It includes cleaning and preparing data, automating data analysis, and transforming, linking, and...
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.
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 course is an introduction to the basic ideas behind the qualitative research in social science. Students will learn about data collection, description, analysis and...
In this course, students will learn exciting concepts and skills for designing data warehouses and creating data integration workflows.
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 course covers the essential exploratory techniques for summarizing data. It will cover in detail the plotting systems in R as well as some of the basic principles of...
This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...
This online course series gives a practical introduction to data mining using the Weka workbench.
This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.
This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a...
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 gives an introduction to the fundamentals of SQL and teaches how to work with data. No prior SQL experience needed.
This short online course gives an overview of what data science is.
This online course explores the landscape of urban governance in the digital era. It looks at how data has an impact on city life and its structure, instruments, policies, and...
This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...
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