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This online course program shows how to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets.

Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course...

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 explores how to build and incorporate ethical frameworks in AI and Big Data technology and business initiatives to add transparency, build trust, and drive...

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

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

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 series explores the fundamentals of data structures and algorithms with a focus on data science applications. It is designed for learners who are interested...

This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...

This course features a real-world case study. In response to business requirements presented in a case study, students will design and build a small data warehouse, create data...

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

This online course series teaches the importance of software design, programming skills (C++), data structures, and algorithm principles.

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 series of online courses gives an introduction to data analysis and data science.Participants will be introduced to tools such as Excel, Tableau, and MySQL to analyze data,...

This online course explores the landscape of urban governance in the digital era. It looks at how data has an impact on city life and its structure, instruments, policies, and...

In this course, students will learn exciting concepts and skills for designing data warehouses and creating data integration workflows.

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

This online course gives an introduction to linear algebra, which is used in applications such as statistics and data science.