Subject Guides

Data Analytics

A guide to resources to support the Data Analytics interdisciplinary Masters program.

Guide Contents

General Websites

Analytics Vidhaya
Articles, tutorials, competitions, job listings, etc.
Data Science Dojo
Provides tutorials and articles on data science, data engineering, big data analytics, AI, and machine learning.
Edwin Chen
Chen teaches or provides information on how to bring improvements in algorithms and data analysis tools.
Flowing Data
Explores how we use analysis and visualization to understand data and ourselves. Has charts, tutorials, blog, etc.
KDNuggets
Data science news, online tutorials, webinars, articles, and more.
Simply Statistics
Three biostatisistics professors from John Hopkins, Harvard, and Dana Farber Cancer Institute moderate this site which contains articles on how data is being used to solve complex problems.

Articles about Data Analytics

ACM Digital Library
Good source of data analytics articles.

The ACM Digital Library, accessed through the ACM Portal, is a collection of both current and retrospective electronic publications of the ACM. Publications included are ACM journals, transactions and magazines, newsletters of ACM Special Interest Groups (SIGs), and proceedings of ACM sponsored conferences. Coverage: varies by title, earliest is 1985.
Applied Science & Technology Source Ultimate
Topics include artificial intelligence, applied mathematics, plastics, hydroponics, computer science, chemical engineering, energy resources and robotics, as well as the business and social implications of new technologies. Includes full-text articles.
Business Source Ultimate
For data analytics, use the term "software analytics".

Also includes financial data, case studies, investment research reports, industry reports, market research reports, country reports, company profiles, and SWOT analyses. Coverage: 1866-present.
Engineering Village (Compendex)
A comprehensive interdisciplinary engineering database referencing engineering journals and conference materials. Coverage: 1884-present.

Coverage includes nuclear technology, bioengineering, transportation, chemical and process engineering, light and optical technology, agricultural engineering and food technology, computers and data processing, applied physics, electronics and communications, control, civil, mechanical, materials, petroleum, aerospace and automotive engineering as well as narrower subtopics within all these and other major engineering fields.
Google Scholar
Finds scholarly literature, including peer-reviewed papers, theses, books, preprints, abstracts and technical reports from all broad areas of research. If you use this Google Scholar link, you will be able to use the Get it link to take advantage of the Libraries' full text and InterLibrary Loan services.
IEEE Xplore Digital Library
Provides full-text access to IEEE and IET transactions, journals, and magazines, select conference proceedings, and current standards. IEEE content published since 1988, plus select content from multiple publishers dating back to 1872, is available. Includes IEEE Journal Archive (1884-1999) and IEEE Conference Proceedings Archive (1936-1999).

Electrical and computer engineering are the primary focus, with a broad range of other topics, including manufacturing, biomedical engineering, and education, also being addressed.
MathSciNet
Covers the world's mathematical literature since 1940.
Math Sci Net

Provides access to the bibliographic data and reviews of mathematical research literature contained in the Mathematical Reviews Database.
Web of Science
Covers the citation indexes: Science, Social Sciences, Arts & Humanities, Book Citation Index, Conference Proceedings Citation Index, and Emerging Sources Citation Index, and Journal Citation Reports

Also includes BIOSIS Citation Index, Data Citation Index, Current Contents Connect, Derwent Innovation Index. Medline (1950-present), Current Chemical Reactions, Index Chemicus, and Zoological Records.