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

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 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 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 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 course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...

This course teaches how to take scattered data and organize it into groups for use in many applications, such as market analysis and biomedical data analysis, or as a...

This course focuses on exploring data to make students understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that...

In this Computer Science course, students will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing...

This online course gives an initial introduction to data science and use of the MATLAB software.

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 Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...

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

This online course focuses on facts about the human body biology and chemistry, genetics, and medicine that will be intertwined with the science of Big Data and skills to...

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 MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...

This course teaches the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...

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

This online course explores how the games industry can use big data to enhance the gaming experience and increase profits.