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This MOOC teaches about probability distribution models, including normal distribution, and continuous random variables to prepare participants for a career in information and...

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 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 focuses on data science in real life. It will contrast the ideal with what happens in real life. By contrasting the ideal, students will learn key concepts that will...

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 series gives an introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques...

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

This online course explores advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include...

This online course teaches how to apply computational thinking in data science.

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

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 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 course focuses on exploring data to make students understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that...

Through this course, students learn how to go through the entire data analysis process.

This course series gives an in-depth introduction to Data Analytics.The courses were designed with experts and scientists at leading technology companies to ensure that learners...

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 online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...

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 gives an introduction to computer science and programming. Students will learn about: notions of computation, the Python programming language, some simple...

This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.