LEADER 00000nim a22005297i 4500 003 OCoLC 005 20240524114403.0 006 m o h 007 sz zunnnnnuneu 007 cr nnannnuuuuu 008 240522s2022 nyunnnn o z n eng d 024 8 9781617297649AU 035 (OCoLC)1434743178 037 9781617297649AU|bO'Reilly Media 040 ORMDA|beng|erda|epn|cORMDA|dOCLCO 049 INap 082 04 006.3/1 082 04 006.3/1|223/eng/20240522 099 eAudiobook O’Reilly for Public Libraries 100 1 Thampi, Ajay,|eauthor. 245 10 Interpretable AI /|cAjay Thampi.|h[O'Reilly electronic resource] 246 3 Interpretable artificial intelligence 250 [First edition]. 264 1 [Shelter Island, New York] :|bManning Publications, |c[2022] 300 1 online resource (1 sound file (8 hr., 39 min.)) 306 083900 336 spoken word|bspw|2rdacontent 337 computer|bc|2rdamedia 338 online resource|bcr|2rdacarrier 344 digital|2rdatr 347 audio file|2rdaft 520 Interpretable AI teaches you to identify the patterns your model has learned and why it produces its results. As you read, you'll pick up algorithm-specific approaches, like interpreting regression and generalized additive models, along with tips to improve performance during training. You'll also explore methods for interpreting complex deep learning models where some processes are not easily observable. AI transparency is a fast-moving field, and this book simplifies cutting-edge research into practical methods you can implement with Python. 588 0 Online resource; title from title details screen (O'Reilly, viewed May 21, 2024). 590 O'Reilly|bO'Reilly Online Learning: Academic/Public Library Edition 590 O'Reilly|bO'Reilly Online Learning Platform: Academic Edition (EZproxy Access) 650 0 Machine learning. 650 0 Artificial intelligence. 650 0 Python (Computer program language) 650 6 Apprentissage automatique. 650 6 Intelligence artificielle. 650 6 Python (Langage de programmation) 650 7 artificial intelligence.|2aat 655 7 Audiobooks.|2lcgft 655 7 Livres audio.|2rvmgf 856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https:// learning.oreilly.com/library/view/~/9781617297649AU/?ar |zAvailable on O'Reilly for Public Libraries. 856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https:// learning.oreilly.com/library/view/~/9781617297649AU/?ar& orpq&email=̂u|zAvailable on O'Reilly for Public Libraries. 994 92|bJFN