The Online Books Page

Machine learning -- Periodicals

See also what's at your library, or elsewhere.

• Machine learning
• Artificial intelligence -- Periodicals
• Periodicals

• Journal of Machine Learning Research (2000-) (full serial archives)

Items below (if any) are from related and broader terms.

• Graph Representation Learning (prepublication version, 2020), by William L. Hamilton (PDF at McGill)
• Probabilistic Machine Learning for Civil Engineers (prepublication version; 2020), by James-A. Goulet (PDF files with commentary at polymtl.ca)
• Foundations of Machine Learning (second edition; Cambridge, MA and London: MIT Press, c2018), by Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar (HTML at ublish.com)
• Elements of Causal Inference: Foundations and Learning Algorithms (Cambridge, MA and London: MIT Press, c2017), by Jonas Peters, Dominik Janzing, and Bernhard Schölkopf (PDF with commentary at MIT Press)
• Machine Learning (main text c1997; additional chapters c2017), by Tom M. Mitchell (PDF with commentary at CMU)
• Deep Learning (prepublication version; 2016), by Ian Goodfellow, Yoshua Bengio, and Aaron Courville (illustrated HTML with commentary at deeplearningbook.org)
• Bayesian Reasoning and Machine Learning (free online edition, c2014), by David Barber (PDF with commentary in the UK)
• The Elements of Statistical Learning: Data Mining, Inference, and Prediction (second edition, 2009), by Trevor Hastie, Robert Tibshirani, and J. H. Friedman (PDF with commentary at Stanford)
• Reinforcement Learning: An Introduction (first and second editions, 1998 and 2018), by Richard S. Sutton and Andrew G. Barto (HTML and PDF at incompleteideas.net)
• Pattern Recognition and Machine Learning (c2006), by Christopher M. Bishop (PDF at microsoft.com)
• Ethics and Data Science (c2019), by Michael Kosta Loukides, Hilary Mason, and DJ Patil (HTML at oreilly.com)
• A Course in Machine Learning, by Hal Daumé (PDF with commentary at ciml.info)
• Machine Learning, Neural and Statistical Classification, ed. by Donald Michie, D. J. Spiegelhalter, and Charles C. Taylor (PDF and gzipped Postscript in the UK)

• Gaussian Processes fo Machine Learning (online edition; originally published Cambridge, MA and London: MIT Press, c2006), by Carl Edward Rasmussen and Christopher K. I. Williams (PDF with commentary at gaussianprocess.org)

• Mathematics for Machine Learning (prepublication free online edition; 2020), by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong (PDF with commentary at github.io)

• Learning Deep Architectures for AI (c2009), by Yoshua Bengio (PDF at Wayback Machine)

• Reinforcement Learning: An Introduction (first and second editions, 1998 and 2018), by Richard S. Sutton and Andrew G. Barto (HTML and PDF at incompleteideas.net)

• Boosting: Foundations and Algorithms (Cambridge, MA and London: MIT Press, c2012), by Robert E. Schapire and Yoav Freund (HTML with commentary at MIT Press)

• Boosting: Foundations and Algorithms (Cambridge, MA and London: MIT Press, c2012), by Robert E. Schapire and Yoav Freund (HTML with commentary at MIT Press)

• Journal of Artificial Intelligence Research (1993-) (full serial archives)

• Bayesian Analysis (2006-) (full serial archives)

• Research in Learning Technology: The Journal of the Association for Learning Technology (including volumes originally published as the Association for Learning Technology Journal) (full serial archives)

• A Check-List of American and English Periodicals (Boston: Boston Book Co, 1908), by Frederick W. Faxon (multiple formats at archive.org)
• The American Eclectic (full serial archives)
• The Bibliographer's Manual of English Literature (new edition; 10 parts plus appendix; London: H. G. Bohn, 1857-1865), by William Thomas Lowndes and Henry G. Bohn (page images at HathiTrust)

• Magazine Circulation: An Outline of Methods and Meanings (New York: The McCall Co., c1936), by Phillips Wyman (page images at HathiTrust)

• Writer's Market (partial serial archives)

• Poole's Index to Periodical Literature (revised 1891 edition and 5 supplementary volumes; reprinted 1958), by William Frederick Poole, William Isaac Fletcher, Franklin Osborne Poole, and Mary Poole
  • A-J, 1802-1881: multiple formats at archive.org
  • K-Z, 1802-1881: multiple formats at archive.org
  • 1st supplement, 1882-1887: multiple formats at archive.org
  • 2nd supplement, 1887-1892: multiple formats at archive.org
  • 3rd supplement, 1892-1896: multiple formats at archive.org
  • 4th supplement, 1897-1902: multiple formats at archive.org
  • 5th supplement, 1902-1907: multiple formats at archive.org
• Annual Magazine Subject-Index (including a dramatic index for most years) (partial serial archives)
• International Index to Periodicals (partial serial archives)
• Readers' Guide to Periodical Literature (partial serial archives)
• Cumulative Index to a Selected List of Periodicals (partial serial archives)

• Insights: The UKSG Journal (2012-) (full serial archives)

• Anti-Book: On the Art and Politics of Radical Publishing (Minneapolis and London: University of Minnesota Press, c2016), by Nicholas Thoburn (HTML with commentary at umn.edu)
• Library Publishing Toolkit (Geneseo, NY: IDS Project Press, 2013), ed. by Allison P. Brown (PDF and Epub files with commentary at idsproject.org)

• Magazine Reader Count for County, State, and Nation (New York: The Bureau, 1949), by Magazine Advertising Bureau (page images at HathiTrust)
• Magazine Rate and Circulation Study (c1948), by Association of National Advertisers (page images at HathiTrust)

• Time (US news magazine, 1923-) (partial serial archives)
• Scribner's Magazine (partial serial archives)
• Lippincott's Magazine (full serial archives)
• Scribner's Monthly (full serial archives)
• Writing for the Quality Market: A Scientific Analysis of Eight Quality Magazines Showing Requirements, Policy and Slanting (New York: Publications Division, Literary America, c1935) (page images at HathiTrust)

• Chap-Books of the Eighteenth Century, With Facsimiles, Notes, and Introduction (London: Chatto and Windus, 1882), ed. by John Ashton (multiple formats at archive.org)
• The Child and His Book: Some Account of the History and Progress of Children's Literature in England (London: W. Gardner, Darton and Co., ca. 1891), by Mrs. E. M. Field (multiple formats at archive.org)

• Scholarly Journals at the Crossroads: A Subversive Proposal for Electronic Publishing (1995), ed. by Ann Okerson and James J. O'Donnell (page images at HathiTrust)

• For Fans by Fans: Early Science Fiction Fandom and the Fanzines (master's thesis; Pensacola, FL: University of West Florida, 2015), by Rachel Anne Johnson (at purl.fcla.edu)
• The National Fantasy Fan (selected issues 1941-; all issues 2003-) (partial serial archives)
• File 770 (selected issues, 1978-), by Mike Glyer (partial serial archives)
• Science Fiction Five-Yearly, ed. by Lee Hoffman (full serial archives)
• Deliverance (c1995), by D. West (multiple formats in the UK)
• Science Fantasy News (UK serial fanzine, 1948-1960), ed. by Vince Clarke (partial serial archives)
• Tightbeam (with selected issues of predecessor titles, and all issues 2012-) (partial serial archives)
• Energumen (science fiction fanzine, 1970-1981), ed. by Mike Glicksohn and Susan Wood (full serial archives)
• Alter Ego (partial serial archives)
• Cheap Truth (SF newsletter from the mid-1980s), ed. by Bruce Sterling
  • full serial archives
  • audio readings at talkgeektome.us
• Checkpoint (UK-based science fiction newsletter of the 1970s), ed. by Peter Roberts (full serial archives)
• The Skyrack Newsletter (with annotations), ed. by Rom Bennett (full serial archives)
• Weberwoman's Wrevenge, ed. by Jean Weber (full serial archives)
• Ansible (science fiction newsletter, 1979-present), ed. by David Langford (full serial archives)
• Gegenschein, by Eric Lindsay (partial serial archives)
• Mimosa, ed. by Nicki Lynch and Richard W. Lynch (partial serial archives)

More items available under broader and related terms at left.