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

This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

This online course gives an introduction to data analysis. It includes basic concepts such as the data ecosystem and the fundamentals of data analysis.

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 introduces learners to the science of business analytics with applications in a marketing context.

This online course program gives an introduction to the field of Data Science. It teaches the applications and activities of Data Science, key methodologies and open source...

This is a focused course designed to rapidly get participants up to speed on doing data science in real life. It includes eg. describing possible pitfalls when pulling /...

This online course series gives an introduction to programming in Python for data science, including data analysis and visualization.

This short online course gives an overview of what data science is.

This online course focuses on facts about the human body biology and chemistry, genetics, and medicine that will be intertwined with the science of Big Data and skills to...

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

This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This online course explores probabilistic models, including random processes and the basic elements of statistical inference.

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 shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.

In this course, students will learn how to identify new opportunities to create value for empowered consumers, develop strategies that yield an advantage over rivals, and...

This online course series gives an introduction to data science for beginners, including open source tools like Jupyter Notebooks, RStudio IDE, Apache Zeppelin, and OpenRefine.

This online course teaches data visualization through Tableau 10 and how to discover data patterns such as customer purchase behavior, sales trends, or production bottlenecks.

This online course gives an introduction to data and their analysis and interpretation.