Productionizing AI : How to Deliver AI B2B Solutions with Cloud and Python

Productionizing AI How to Deliver AI B2B Solutions with Cloud and Python

This book is a guide to productionizing AI solutions using best-of-breed cloud services with workarounds to lower costs. Supplemented with step-by-step instructions covering data import through wrangling to partitioning and modeling through to inference and deployment, and augmented with plenty of P...

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Detalles Bibliográficos
Otros Autores: Walsh, Barry, author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Berkeley, CA : Apress 2023.
Edición:1st ed. 2023.
Materias:
Artificial intelligence > Industrial applications.
Cloud computing.
Python (Computer program language)
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009711810906719
Tabla de Contenidos:
  • Chapter 1: Introduction to AI & the AI Ecosystem
  • Chapter 2: AI Best Practise & DataOps
  • Chapter 3: Data Ingestion for AI
  • Chapter 4: Machine Learning on Cloud
  • Chapter 5: Neural Networks and Deep Learning
  • Chapter 6: The Employer’s Dream: AutoML, AutoAI and the rise of NoLo UIs
  • Chapter 7: AI Full Stack: Application Development
  • Chapter 8: AI Case Studies
  • Chapter 9: Deploying an AI Solution (Productionizing & Containerization)
  • Chapter 10: Natural Language Processing
  • Postscript.

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