Generative AI for Cloud Solutions: Building end-to-end generative AI stacks with cloud services and model orchestration pipelines (English Edition)
Language: English
Published by BPB Publications, 2025
- Softcover
- Used
Seller: Goodbooks Company, Springdale, AR, U.S.A.Goodbooks Company
AbeBooks seller since April 20, 2023
Condition: Used
£ 19.09
Quantity: 1 available
Add to basketItem description from seller
Appears to be unread. In pristine condition with a sturdy binding. Used copies may not include access codes or Cd's.
Seller Inventory # GBV.9365891450.LN
- Title
- Generative AI for Cloud Solutions: Building end-to-end generative AI stacks with cloud services and model orchestration pipelines (English Edition)
- Author
- Muppala, Sireesha; DeFauw, Randy; Sojoodi, Sina
- Publisher
- BPB Publications
- Publication year
- 2025
- Condition
- like_new
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 9365891450
- ISBN 13
- 9789365891454
Description
Generative AI is transforming every industry, with applications ranging from creative content generation, simple chatbots, to entirely new ways of engaging with consumers. But there is as much uncertainty as buzz—understanding how to use this technology securely and responsibly, and recognizing what the pitfalls are.
In this book, we will put together a complete picture of generative AI development on modern cloud platforms, covering all stages of building and operating a production-grade solution with consideration for performance, security, governance, and responsibility. Conceptual discussions will be accompanied by functional examples, using working code on Amazon Web Services (AWS) cloud to demonstrate key concepts. We will explore the full lifecycle, from initial model selection and fine-tuning to production deployment, monitoring, and ongoing operation. Key aspects include prompt engineering, data integration techniques, observability, the shared responsibility model, and the full solution lifecycle from design to operation. Additionally, we will discuss recommendations for prioritizing a generative AI roadmap for organizations and emerging trends in the field.
As readers progress, they will gain insights into the future trends of AI and witness its transformative impact across various industries through case studies. By the end of the book, the readers will have a solid understanding of the features of foundational models and their collaboration with cloud computing, enabling them to create innovative, efficient, and ethical AI solutions in diverse cloud-based applications.
What you will learn
● Basics of cloud computing and evolution of generative AI.
● Complete solution stack for generative AI to address security and performance concerns.
● Prompt engineering for improving performance and security concerns.
● Framework for the responsible use of AI to judge risks and put safeguards in place.
● Advanced fine-tuning smaller models to get effective performance at lower costs.
● Integration with data and tools to expand the power of generative AI and handle complex workflows and access new information.
Who this book is for
This book is for cloud architects, engineers, data analysts, and AI professionals. Readers should possess foundational cloud and ML knowledge; generative AI expertise is not required.
Table of Contents
1. Cloud Computing
2. Evolution of Generative AI
3. Cloud Computing and Generative AI
4. Generative AI Stack
5. Design Components, Model Selection, Evaluation, and Model Playgrounds
6. Prompt Engineering
7. Retrieval Augmented Generation
8. Advanced Model Fine-tuning Techniques
9. Model Hosting and Application Frameworks
10. Agentic Workflows
11. Observability and Monitoring
12. Security and Governance
13. Responsible AI
14. Building and Executing a Generative AI Roadmap
15. Generative AI Future and Trends
"Synopsis" may belong to another edition of this title.
Goodbooks Company
Springdale, AR, U.S.A.
AbeBooks seller since April 20, 2023
Shipping rates within U.S.A.
| Item | 3 to 6 business days | 5 to 14 business days |
|---|---|---|
| First item | £ 3.74 | £ 3.74 |
Payment methods
Store description
We are a family owned book company that wants you to enjoy your books!
Specialty
thrift and textbooksSeller's business information
Good Books Company LLC
5374 Hailey Avenue Suites A-B
Springdale, AR U.S.A. 72762
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to Goodbooks Company, Springdale, Arkansas, U.S.A., without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.