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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 data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...

This online course teaches more than 20 hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop.

This online course shows learners how to optimize their interviewing skills for technical data science interviews.

This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.

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

This online course gives a short introduction to machine learning and data science for everyone.

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

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

This online course gives an introduction to genomic data science. The course explores DNA replication, analyzing algorithms to look for hidden messages in the genome. It also...

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

This MOOC includes basic Excel functions as well as topics like using pivot tables, charts and graphs.

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

This series of online courses gives an introduction to Data Analysis using the Python programming language.

This online course gives an introduction to data and their analysis and interpretation.

This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

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