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

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

This online course series gives a practical introduction to data mining using the Weka workbench.

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...

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 online course shows learners how to optimize their interviewing skills for technical data science interviews.

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

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

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

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

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

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 online course teaches Python and covers web, databases, web scraping, data science, web visualizations, image processing and more.

This online course explores how to perform data analysis using MongoDB's Aggregation Framework.

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 gives an introduction to the analysis of data gathered from the Internet of Things (IoT). It shows the analysis of data correlation, patterns, trends, and...

This online course (MOOC) teaches the basic building blocks of R.

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 online course helps to learn the foundations of probability and statistics.

This course is an introduction to the statistics behind the most popular genomic data science projects. This is the sixth course in the Genomic Big Data Science Specialization...