Téléchargez le livre : Productionizing AI

Productionizing AI

How to Deliver AI B2B Solutions with Cloud and Python

Éditeur :

Apress

Paru le : 2022-12-24

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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Description du livre


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 case 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
Develop and deliver production-grade AI in one monthDeploy AI solutions at a low costWork around Big Tech dominance and develop MVPs on the cheapCreate demo-ready solutions without overly complex python scripts/notebooks

 Who this book is for: Data scientists and AI consultants with programming skills in Python and driven to succeed in AI.

À propos

Auteur
Barry Walsh
Éditeur
Apress
Collection
n.c
Parution
2022-12-24
Pages
373 pages
EAN papier
9781484288160

Auteur(s) du livre


Defaut-Illustration Barry Walsh
Barry Walsh is a software-delivery consultant and AI trainer at Pairview with a background in exploiting complex business data to optimize and de-risk energy assets at ABB/Ventyx, Infosys, E.ON, Centrica, and his own start-up ce.tech. He has a proven track record of providing consultancy services in Data Science, BI, and Business Analysis to businesses in Energy, IT, FinTech, Telco, Retail, and Healthcare, Barry has been at the apex of analytics and AI solutions delivery for 20 years. Besides being passionate about Enterprise AI, Barry spends his spare time with his wife and 8-year-old son, playing the piano, riding long bike rides (and a marathon on a broken toe this year), eating out whenever possible or getting his daily coffee fix.

Caractéristiques détaillées - droits

EAN PDF
9781484288177
Prix
62,11 €
Nombre pages copiables
3
Nombre pages imprimables
37
Taille du fichier
19999 Ko
Ce livre est accessible aux handicaps informations d'accessibilité
EAN EPUB
9781484288177
Prix
62,11 €
Nombre pages copiables
3
Nombre pages imprimables
37
Taille du fichier
18196 Ko
Ce livre est accessible aux handicaps informations d'accessibilité

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