July 2023
Intermediate to advanced
272 pages
9h 16m
English
Content preview from Managing Machine Learning ProjectsBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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references
Chapter 1
[1] LeCun, Yann, Yoshua Bengio, and Geoffrey Hinton. “Deep learning.” Nature 521, no. 7553 (2015): 436-444.
[2] Carpenter, Bob, Andrew Gelman, Matthew D. Hoffman, Daniel Lee, Ben Goodrich, Michael Betancourt, Marcus Brubaker, Jiqiang Guo, Peter Li, and Allen Riddell. “Stan: A probabilistic programming language.” Journal of statistical software 76, no. 1 (2017).
[3] Gartner (2018). https://www.gartner.com/en/newsroom/press-releases/2018-02-13-gartner-says-nearly-half-of-cios-are-planning-to-deploy-artificial-intelligence.
[4] Paleyes, Andrei, Raoul-Gabriel Urma, and Neil D. Lawrence. “Challenges in deploying machine learning: a survey of case studies.” ACM Computing Surveys (CSUR) (2020).
[5] ...
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