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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.

This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.

This course teaches the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...

This course is an introduction to the discipline of statistics as a science of understanding and analyzing data. Students will learn how to effectively make use of data in the...

This short online course gives an overview of open source tools for data science, such as Jupyter Notebooks, RStudio IDE, Apache Zeppelin and Data Science Experience.

This course covers how to find the right people to fill out a data science team, how to organize them to give them the best chance to feel empowered and successful, and how to...

This online course program explores how data analysis and data science can be applied to social science. It is designed to be a multidisciplinary, multi-perspective, and...

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

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 focuses on exploring data to make students understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that...

This online course teaches how to use the R programming language for data science and machine learning and data visualization.

This online course program aims to teach learners the skills required for an entry level data analyst role. It includes a variety of data sources, project scenarios, and data...

This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

This online course program explores the programming fundamentals required for data science, including R, SQL, Command Line, and Git.

This online course series gives an introduction to programming in Python for data science, including data analysis and visualization.

This online course gives an introduction to the basic data and statistical techniques that underpin data analysis in finance.

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

This online course gives an introduction to data science. It explores one of the most internationally-recognized processes for solving data-science problems.

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 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...