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This online course gives a first introduction to Data Science. It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...
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),...
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This online course gives an introduction to Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...
This online course gives an introduction to computational social science, including its fundamental concepts and key applications.
This online course teaches Python and covers web, databases, web scraping, data science, web visualizations, image processing and more.
This online course (MOOC) is designed to teach learners the basic math they will need in order to master any data science math course. It was created for learners who have basic...
This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...
This online course explores how the games industry can use big data to enhance the gaming experience and increase profits.
This online course teaches how to to create machine learning algorithms in Python and R.
Internet search uses textual queries. These are strings from the point of view of computer science. To make sense of all that information and make search efficient, search...
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
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...
Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...
This applied computer science MOOC teaches the vocabulary, concepts and mechanisms common to all digital networks, and explores the TCP, UDP and IP protocols that support all...
This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and from colleagues in various...
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 explores the characteristics of language through big data analysis. It includes the data-based linguistic analysis of written and spoken texts.
This online course teaches to move beyond the chatter and opinion surrounding parenting and learn about the scientific findings and data that can help you make sensible,...
This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
This online course introduces learners to the science of business analytics with applications in a marketing context.
In this course, students will learn exciting concepts and skills for designing data warehouses and creating data integration workflows.
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...
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