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Carte Productionizing AI Barry Walsh

Productionizing AI

How to Deliver AI B2B Solutions with Cloud and Python

Autor: Barry Walsh
Limbă: engleză
Legare: Carte broșată
Editura: APress
Disponibilitate: În depozitul extern
Expediem în 9-15 zile
243.62 lei
This book is a guide to productionizing AI solutions using best-of-breed cloud services with workaro...

Informații despre carte

Autor
Barry Walsh
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2023
Pagini
373
EAN
9781484288160
Enbook ID
41403211
Editura
APress
Greutate
750
Dimensiuni
178 x 254 x 22

Descriere completă

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 Python code samples, the book has been written to accelerate the process of moving from script or notebook to app.From an initial look at the context and ecosystem of AI solutions today, the book drills down from high-level business needs into best practices, working with stakeholders, and agile team collaboration. From there you'll explore data pipeline orchestration, machine and deep learning, including working with and finding shortcuts using artificial neural networks such as AutoML and AutoAI. You'll also learn about the increasing use of NoLo UIs through AI application development, industry cases studies, and finally a practical guide to deploying containerized AI solutions.The book is intended for those whose role demands overcoming budgetary barriers or constraints in accessing cloud credits to undertake the often difficult process of developing and deploying an AI solution. What You Will Learn

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