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

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

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

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

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

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

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 linear algebra, which is used in applications such as statistics and data science.

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 teaches how to apply computational thinking in data science.

This online course explores the foundations of probability and its relationship to statistics and data science.

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 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 online course teaches Python step by step for beginners. It includes more than 100 short video lessons, covering topics from the object and data structure basics to...

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 course teaches how to manage, describe, summarize and visualize data. Students will choose a research question based on available data and engage in the early decisions...

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...

Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...

The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...

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.