Advanced Search

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

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

This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

This course is an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and...

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

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 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 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 course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...

This course teaches how to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from...

This online course teaches how to apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.

This course discusses the basic biology of modern genomics and the experimental tools used for measurement. This is the first course in the Genomic Big Data Science Specialization.

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...

This course provides the foundation needed for a career in database development, data warehousing, or business intelligence, as well as for the entire Data Warehousing for...

This series of online courses explores the fundamental building blocks of data science, including statistics, data analysis, data visualization, programming with SQL and Python,...

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

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

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

This course covers how to program in R and how to use R for effective data analysis. Students will learn how to install and configure software necessary for a statistical...