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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 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 online course program shows how to build real-time applications to process big data at scale. It includes modern data engineering tools, such as Apache Spark, Kafka, Spark...

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This master’s program is designed to give a broad array of professionals the necessary skills to further a career in data science.

This online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...

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 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 program teaches intermediate and advanced statistical modeling techniques for data science. In particular, learners will become proficient in the theory and...

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

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 shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.

This online course series gives an introduction to data science. The courses cover the concepts and tools needed throughout the entire data science pipeline. It covers topics...

This course teaches how to manage, describe, summarize and visualize data. Students will choose a research question based on available data and engage in the early decisions...

This MOOC teaches some advanced Excel skills - including index formulas, logical text and nested functions. It also explores data connections to external databases, and Visual...

This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

This MOOC includes basic Excel functions as well as topics like using pivot tables, charts and graphs.

In this courses, students will learn what they need to know to begin assembling and leading a data science enterprise. It provides a crash course in data science to become...

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 series of online courses teaches to analyze and visualize data in R and created reproducible data analysis reports, to understand the unified nature of statistical...