Interpretable AI or How I learned to stop worrying and trust AI
With breakthroughs in areas such as image recognition, natural language understanding and board games, AI and machine learning are revolutionizing various industries such as healthcare, manufacturing, retail and finance. Ajay Thampi gives an overview of a few state-of-the-art interpretability techni...
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| Format: | Elektronisch Video |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
[Shelter Island, New York]
Manning Publications Co.
[2021]
|
| Ausgabe: | [First edition]. |
| Schlagworte: | |
| Online-Zugang: | lizenzpflichtig |
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| id | ZDB-30-ORH-072485388 |
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| indexdate | 2024-12-18T08:49:01Z |
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| language | English |
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| publishDate | 2021 |
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| spelling | Interpretable AI or How I learned to stop worrying and trust AI Ajay Thampi How I learned to stop worrying and trust AI [First edition]. [Shelter Island, New York] Manning Publications Co. [2021] 1 online resource (1 video file (33 min.)) sound, color. zweidimensionales bewegtes Bild tdi rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Online resource; title from title details screen (O'Reilly, viewed March 9, 2022) With breakthroughs in areas such as image recognition, natural language understanding and board games, AI and machine learning are revolutionizing various industries such as healthcare, manufacturing, retail and finance. Ajay Thampi gives an overview of a few state-of-the-art interpretability techniques and how you could implement them in Python to interpret complex machine learning models. Machine learning Artificial intelligence Python (Computer program language) Artificial Intelligence Apprentissage automatique Intelligence artificielle Python (Langage de programmation) artificial intelligence Artificial intelligence (OCoLC)fst00817247 Machine learning (OCoLC)fst01004795 Python (Computer program language) (OCoLC)fst01084736 Instructional films (OCoLC)fst01726236 Internet videos (OCoLC)fst01750214 Nonfiction films (OCoLC)fst01710269 Instructional films Nonfiction films Internet videos Films de formation Films autres que de fiction Vidéos sur Internet Webcast Thampi, Ajay PräsentatorIn pre Manning Publications Co. Verlag pbl TUM01 ZDB-30-ORH TUM_PDA_ORH https://learning.oreilly.com/library/view/-/10000MNHV2021148/?ar X:ORHE Aggregator lizenzpflichtig Volltext |
| spellingShingle | Interpretable AI or How I learned to stop worrying and trust AI Machine learning Artificial intelligence Python (Computer program language) Artificial Intelligence Apprentissage automatique Intelligence artificielle Python (Langage de programmation) artificial intelligence Artificial intelligence (OCoLC)fst00817247 Machine learning (OCoLC)fst01004795 Python (Computer program language) (OCoLC)fst01084736 Instructional films (OCoLC)fst01726236 Internet videos (OCoLC)fst01750214 Nonfiction films (OCoLC)fst01710269 Instructional films Nonfiction films Internet videos Films de formation Films autres que de fiction Vidéos sur Internet |
| subject_GND | (OCoLC)fst00817247 (OCoLC)fst01004795 (OCoLC)fst01084736 (OCoLC)fst01726236 (OCoLC)fst01750214 (OCoLC)fst01710269 |
| title | Interpretable AI or How I learned to stop worrying and trust AI |
| title_alt | How I learned to stop worrying and trust AI |
| title_auth | Interpretable AI or How I learned to stop worrying and trust AI |
| title_exact_search | Interpretable AI or How I learned to stop worrying and trust AI |
| title_full | Interpretable AI or How I learned to stop worrying and trust AI Ajay Thampi |
| title_fullStr | Interpretable AI or How I learned to stop worrying and trust AI Ajay Thampi |
| title_full_unstemmed | Interpretable AI or How I learned to stop worrying and trust AI Ajay Thampi |
| title_short | Interpretable AI or How I learned to stop worrying and trust AI |
| title_sort | interpretable ai or how i learned to stop worrying and trust ai |
| topic | Machine learning Artificial intelligence Python (Computer program language) Artificial Intelligence Apprentissage automatique Intelligence artificielle Python (Langage de programmation) artificial intelligence Artificial intelligence (OCoLC)fst00817247 Machine learning (OCoLC)fst01004795 Python (Computer program language) (OCoLC)fst01084736 Instructional films (OCoLC)fst01726236 Internet videos (OCoLC)fst01750214 Nonfiction films (OCoLC)fst01710269 Instructional films Nonfiction films Internet videos Films de formation Films autres que de fiction Vidéos sur Internet |
| topic_facet | Machine learning Artificial intelligence Python (Computer program language) Artificial Intelligence Apprentissage automatique Intelligence artificielle Python (Langage de programmation) artificial intelligence Instructional films Internet videos Nonfiction films Films de formation Films autres que de fiction Vidéos sur Internet Webcast |
| url | https://learning.oreilly.com/library/view/-/10000MNHV2021148/?ar |
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