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

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

This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.

This series of online courses explores the fundamental building blocks of computer science, including programming, development, algorithms, and data structures. The program...

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 teaches how to use the R programming language for data science and machine learning and data visualization.

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 course is an introduction to the basic ideas behind the qualitative research in social science. Students will learn about data collection, description, analysis and...

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.

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 online Java course provides with a strong understanding of basic Java programming elements and data abstraction using problem representation and the object-oriented...

This online course gives an introduction to data science. It explores one of the most internationally-recognized processes for solving data-science problems.

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

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

This online course gives a short introduction to machine learning and data science for everyone.

This course will cover the theory and the fundamentals of the emerging science of Sabermetrics. Students will discuss the game of baseball, not through consensus or a fan's...

This course focused on ethics specifically related to data science will provide students with the framework to analyze these concerns. This framework is based on ethics, which...

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

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