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

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

This online course teaches to move beyond the chatter and opinion surrounding parenting and learn about the scientific findings and data that can help you make sensible,...

This online course focuses on writing good code for data science. This course covers the primary means by which R software is organized and distributed.

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 discipline of statistics as a science of understanding and analyzing data. Students will learn how to effectively make use of data in the...

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

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...

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

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 gives an introduction to the analysis of data gathered from the Internet of Things (IoT). It shows the analysis of data correlation, patterns, trends, and...

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 introduces learners to the science of business analytics with applications in a marketing context.

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

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...

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 short online course gives an overview of what data science is.

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...