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

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 online course program gives an introduction to interpreting data and statistical results of data analysis. It covers topics such as descriptive statistics, data...

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 covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

This course takes students from data novice to data analyst in just four project-based courses. They will learn to apply basic data science tools and techniques, including data...

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 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 explores programming in R and R Studio as well as key concepts of data analytics, data science, statistical analysis and GGPlot2.

This online course teaches how to to create machine learning algorithms in Python and R.

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

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 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...

This online course series gives an introduction to the programming tools and languages used by data science professionals. It includes modules on Python, SQL, and GitHub.

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 MOOC explores astronomical technology. It teaches how the technology works and how it has allowed astronomers to collect astronomical data.

This online course (MOOC) teaches the basics of statistics.It includes the following topics :Descriptive statistics, i.e. how to describe data: central tendency (mean, median),...

This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.

This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...

This online course explores how the games industry can use big data to enhance the gaming experience and increase profits.