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Könyv Productionizing AI Barry Walsh

Productionizing AI

How to Deliver AI B2B Solutions with Cloud and Python

Szerző: Barry Walsh
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: APress
Elérhetőség: Beszállítói készleten
Küldés 14-21 napon belül
17 018 Ft
This book is a guide to productionizing AI solutions using best-of-breed cloud services with workaro...

Információk a könyvről

Szerző
Barry Walsh
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2023
oldal
373
EAN
9781484288160
Enbook ID
41403211
Kiadó
APress
Súly
750
Méretek
178 x 254 x 22

Teljes leírás

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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