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This online course gives a first introduction to Data Science. It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...
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This online course program shows how to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets.
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 covers the essential exploratory techniques for summarizing data. It will cover in detail the plotting systems in R as well as some of the basic principles of...
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...
How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class these two seemingly...
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 online course gives an introduction to Excel for data analysis. It includes cleaning and preparing data, automating data analysis, and transforming, linking, and...
This online course program gives an introduction to applying Data Science to product management. It explores how to apply data science techniques, data engineering processes,...
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 online course explores how to perform data analysis using MongoDB's Aggregation Framework.
This online course program provides an introduction to topics in single and multivariable calculus, and focuses on using calculus to address questions in the natural and social...
This online course program teaches learners with prior programming and data analysis skills how to build machine learning models and other more advanced skills. It also kncludes...
This online course series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...
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...
Internet search uses textual queries. These are strings from the point of view of computer science. To make sense of all that information and make search efficient, search...
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.
This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.
This course gives a broad overview of the field of graph analytics to learn new ways to model, store, retrieve and analyze graph-structured data.
This online course series explores the fundamentals of data structures and algorithms with a focus on data science applications. It is designed for learners who are interested...
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