Online Courses

• Analytic Techniques for Business by Duke University
• Big Data by UC San Diego
• Business Analytics by University of Pennsylvania
• Data Science with Python by University of Michigan
• Machine Learning by University of Washington

You can check other Top Specializations on Coursera.

Online Books

• Designing Evolvable Web APIs with ASP.NET by Glenn Block and others
• High Performance Browser Networking by Ilya Grigorik
• Interactive Data Visualization for the Web by Scott Murray
• Programming JavaScript Applications by Eric Elliott
• Python Cookbook, Third Edition by David Beazley and Brian K. Jones

You can check other titles on O’Reilly Atlas.

Movies

A short list of movies with big data, predictive analytics, and machine learning embedded in the story line, from Simplified Analytics.

• 21
• Ex Machina
• I, Robot
• Minority Report
• Moneyball

Datasets

• CML, University of California - List
• Kaggle - List
• KDnuggets - List
• Rdatasets - List

Guides

• A new grad’s guide to coding as a team by Atlassian
• Web technology for developers by Mozilla Developer Network

Learning More

Learning Webinars by ACM

Classics

A short list of classical books from ACM Digital Library.

• The computer and the brain, John von Neumann, 1958
• A programming language, Kenneth E. Iverson, 1962
• IBM system/360 principles of operation, IBM, 1964
• Computation: finite and infinite machines, Marvin L. Minsky, 1967
• Formal languages and their relation to automata, John E. Hopcroft, Jeffrey D. Ullman, 1969
• Structured programming, O. J. Dahl, E. W. Dijkstra, C. A. R. Hoare, 1972
• The multics system, Elliott I. Organick, 1972
• The theory of parsing, translation, and compiling, Alfred V. Aho, Jeffrey D. Ullman, 1972

• Operating system principles, Per Brinch Hansen, 1973
• Compiler construction, F. L. Bauer, F. L. De Remer, M. Griffiths, U. Hill, J. J. Horning, C. H. A. Koster, W. M. McKeeman, P. C. Poole, W. M. Waite / J. Eickel, G. Goos, J. Hartmanis, 1974
• PASCAL user manual and report, Kathleen Jensen, Niklaus Wirth, P. Brinch Hansen, D. Gries, C. Moler, G. Seegmüller, N. Wirth, G. Goos, J. Hartmanis, 1974
• The architecture of concurrent programs, Per Brinch Hansen, 1977
• Anatomy of LISP, John Allen, 1978
• Classics in software engineering, Edward Nash Yourdon, 1979
• Mindstorms, Seymour Papert, 1980
• Cryptography and data security, Dorothy Elizabeth Robling Denning, 1982

• Selected writings on computing, Edsger W. Dijkstra , Year of Publication: 1982
• Writing efficient programs, Jon Louis Bentley, 1982
• The Elements of Programming Style, Brian W. Kernighan, P. J. Plauger, 1982
• Artificial intelligence, Elaine Rich, 1983
• Smalltalk-80, Adele Goldberg, David Robson, 1983
• Essays in computing science, C. A. R. Hoare / C. B. Jones, 1989
• The relational model for database management, E. F. Codd, 1990
• Macintosh human interface guidelines, Apple Computer, Inc., 1992
• 201 principles of software development, Alan M. Davis, 1995

Course Catalog

Overall course list

Knowledge Base

General sources for MIS research

Help Center

Answers to common questions