What if your AI infrastructure could be reproducible, version-controlled, and rebuilt without relying on manual configuration?

Infrastructure as Code for AI: Engineering Kubernetes Orchestration for Deep Learning Workloads explores how to automate the infrastructure behind modern machine learning and AI systems using Terraform, Kubernetes, GitOps, and cloud-native tooling.
Designed for AI engineers, DevOps professionals, platform engineers, and MLOps teams, this book focuses on the infrastructure layer that makes demanding AI workloads easier to provision, manage, secure, scale, and reproduce.
Inside, you'll explore:

Provisioning GPU-accelerated Kubernetes clusters with Terraform
Automating EKS, GKE, and AKS environments for AI workloads
Managing Kubernetes add-ons, storage, networking, and GPU operators
Deploying MLOps platforms such as Kubeflow through GitOps
Automating vector databases, Kafka, feature stores, and cloud storage
Building infrastructure for LLM training, serving, and RAG architectures
Managing model deployment with ArgoCD, CI/CD, and automated rollbacks
Applying policy as code, security controls, and AI cost-optimization strategies
Designing multi-cloud and hybrid GPU infrastructure
Testing infrastructure, detecting configuration drift, and automating recovery

Whether you're moving away from manual infrastructure or designing a reusable foundation for production AI, this book brings Infrastructure as Code, Kubernetes orchestration, and MLOps together into one practical architectural framework.
Build AI infrastructure that can be provisioned, managed, and scaled with confidence.

"About this title" may belong to another edition of this title.

Store Description

**Please note our transit times are from the date of dispatch.** We first started out as ?The Paperback Exchange,? a chain of physical bookstores where we would part exchange your beloved books for new stories to transport you to faraway places. However, as shopping started to evolve to online shops and marketplaces, we bid our stores goodbye to become ?PBShop.? This transition has only allowed us to blossom as we now ship thousands of titles to book lovers across the globe. We pride ourselves in being a community of local book lovers which allows our passion and devotion to shine in everything we do. In 2020 we not only celebrated our 20th birthday but our 1st birthday as being completely employee owned after becoming an E.O.T in September 2019. We are proud to be different and embrace standing apart on a book mountain by working from a virtual inventory which allows us to provide thousands of books that may be difficult to get for your bookshelf or your studies. Working with a number of different suppliers allows us to explore other avenues such as puzzles, sheet music and even stationery so we really do have something for everyone. Life is about being versatile in all realms of existence. If this is your first purchase with us, or you are a returning customer, we would like to welcome you to the PBShop family, for there is no friend as loyal as a book. We are a company who put our customers at the centre of everything we do as we understand the importance of reading because once you learn to read, you will forever be free. There are a whole lot of things in this world of ours that we are yet to explore, which is why we will forever inspire curious minds.

Visit Seller's Storefront

Seller's business information

Pbshop.co.uk
Unit 22 Horcott Industrial Estate, Horcott Road, Fairford, GL7 4BX, United Kingdom

Sale & Shipping Terms

Terms of Sale

Returns Policy
We ask all customers to contact us for authorisation should they wish to return their order. Orders returned without authorisation may not be credited.
If you wish to return, please contact us within 14 days of receiving your order to obtain authorisation.
Returns requested beyond this time will not be authorised.
Our team will provide full instructions on how to return your order and once received our returns department will process your refund.
Please note the cost to return any...

More Information

Shipping Terms

Orders are shipped from our UK warehouse. Delivery thereafter is between 4 and 14 business days. Please contact us if you have any queries about our services or products.

Shipping rates from United Kingdom to U.S.A.

Shipping rates from United Kingdom to U.S.A.
Order quantity	10 to 20 business days	10 to 20 business days
First item	US$ 5.51	US$ 5.51

Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.