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This online course teaches Data Science step by step through real analytics examples. It includes data mining, modeling, data visualization, and more.

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

This online course explores how to build and incorporate ethical frameworks in AI and Big Data technology and business initiatives to add transparency, build trust, and drive...

This computer science course covers advanced object-oriented programing strategies, including polymorphism, abstract classes, super keyword, exceptions, generics, sorting and...

This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.

This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...

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 gives an introduction to computational social science, including its fundamental concepts and key applications.

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 discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...

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

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

This online course program aims to provide business leaders and managers with strategies and guidelines for how best to solve the various challenges of building data science...

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

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

In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.