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This online course explores the characteristics of language through big data analysis. It includes the data-based linguistic analysis of written and spoken texts.
This online course explores how to perform data analysis using MongoDB's Aggregation Framework.
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 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...
This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...
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...
This MOOC includes basic Excel functions as well as topics like using pivot tables, charts and graphs.
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 series prepares learners to use the IBM AI Enterprise Workflow that enables data scientists to build AI solutions, starting with business priorities and...
This online course explores how to promote the ethical use of data-driven technologies. It includes topics such as privacy and bias and how ethical concepts can be applied.
This online course program teaches intermediate and advanced statistical modeling techniques for data science. In particular, learners will become proficient in the theory 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 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 online course program gives an introduction to relational databases. It includes database design, database software fundamentals, how to use the Structured Query Language...
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 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.
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