Generative AI System Design: A Practical Guide
Vemula, Anand
Sold by GreatBookPrices, Columbia, MD, U.S.A.
AbeBooks Seller since 6 April 2009
New - Soft cover
Condition: New
Quantity: Over 20 available
Add to basketSold by GreatBookPrices, Columbia, MD, U.S.A.
AbeBooks Seller since 6 April 2009
Condition: New
Quantity: Over 20 available
Add to basket"Generative AI System Design: A Practical Guide" offers a comprehensive exploration of designing and implementing generative artificial intelligence systems. This book serves as an essential resource for both beginners and experienced professionals looking to delve into the world of generative AI with a focus on practical applications and real-world scenarios.
The book begins with an introduction to generative AI, covering its historical background, key applications across various industries, and the foundational principles underlying generative models. Readers will gain a solid understanding of machine learning basics, deep dive into probabilistic models, neural networks, and explore advanced techniques such as autoencoders, variational autoencoders (VAEs), generative adversarial networks (GANs), and flow-based models.
A significant portion of the book is dedicated to advanced topics in generative AI, including reinforcement learning for generative models, self-supervised learning, transfer learning, and multi-modal generative models. Special attention is given to generative AI system design principles, covering system architecture, data management, model training, scalability, performance optimization, and integration with existing systems.
The book provides hands-on tutorials with complete solutions, code examples, case studies from healthcare, finance, art, and gaming industries, and practical exercises to reinforce learning. It emphasizes performance optimization techniques such as model compression, efficient training methods, hardware acceleration using GPUs and TPUs, and strategies for reducing inference latency.
Furthermore, "Generative AI System Design: A Practical Guide" addresses deployment strategies, monitoring, continuous learning, and maintenance of generative AI systems in production environments. It explores DevOps practices tailored for generative AI, including continuous integration and deployment, infrastructure as code, automated testing, monitoring, and ensuring scalability and high availability.
This guide concludes with insights into emerging trends, innovations in model architectures, the future of work with generative AI, and societal impacts. It aims to equip readers with the knowledge and skills to design, deploy, and optimize generative AI systems effectively.
"About this title" may belong to another edition of this title.
Company Name: GreatBookPrices
Legal Entity: Expert Trading, LLC
Address: 6310 Stevens Forest, suite 200, Columbia MD 21046
Email address: CustomerService@SuperBookDeals.com
Phone number: 410-964-0026
consumer complaints can be addressed to address above
Registration #: 52-1713923
Authorized representative: Danielle Hainsey
If you are a consumer you can cancel 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 CANCELLATION
Statutory Right to cancel
You have the right to cancel this contract within 14 days without giving any reason.
The cancellation 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 the last good or the last lot or piece.
To exercise the right to cancel, you must inform us, GreatBookPrices, 6310 Stevens Forest Rd, Suite 200, 21046, Columbia, Maryland, U.S.A., 1 410-964-0026, of your decision to cancel this contract by a clear statement (e.g. a letter sent by post, fax or e-mail). You may use the attached model cancellation form, but it is not obligatory. You can also electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". If you use this option, we will communicate to you an acknowledgement of receipt of such a cancellation on a durable medium (e.g. by e-mail) without delay.
To meet the cancellation deadline, it is sufficient for you to send your communication concerning your exercise of the right to cancel before the cancellation period has expired.
Effects of cancellation
If you cancel 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 cancel with 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 us or GreatBookPrices, 902B Paramount Pkwy, Ref: [transaction or order number], 60510, Batavia, Illinois, U.S.A., 1 410-964-0026, without undue delay and in any event not later than 14 days from the day on which you communicate your cancellation 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 cancellation
The right of cancellation does not apply to:
Model withdrawal form
(complete and return this form only if you wish to withdraw from the contract)
To: (GreatBookPrices, 6310 Stevens Forest Rd, Suite 200, 21046, Columbia, Maryland, U.S.A., 1 410-964-0026)
I/We (*) hereby give notice that I/We (*) withdraw from my/our (*) contract of sale of the following goods (*)/for the provision of the following goods (*)/for the provision of the following service (*),
Ordered on (*)/received on (*)
Name of consumer(s)
Address of consumer(s)
Signature of consumer(s) (only if this form is notified on paper)
Date
* Delete as appropriate.
Our warehouses across the globe are fully operational without substantial delays. We are working hard and continue to overcome the daily challenges presented by COVID-19. We appreciate your understanding.
Internal processing of your order will take about 1-2 business days. Please allow an additional 4-14 business days for Media Mail delivery. We have multiple ship-from locations - MD,IL,NJ,UK,IN,NV,TN & GA
| Order quantity | 8 to 14 business days | 5 to 14 business days |
|---|---|---|
| First item | £ 2.01 | £ 2.01 |
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.