Advanced Analytics Engineering for AI Systems (Paperback)
Language: English
Published by Independently Published, 2026
- Softcover
- New
Seller: CitiRetail, Stevenage, United KingdomCitiRetail
AbeBooks seller since June 29, 2022
Condition: New
£ 26.99
Quantity: 1 available
Add to basketItem description from seller
Paperback. Advanced Analytics Engineering for AI Systems: Architecting Reliable Data Pipelines, Models, and Metrics for Production IntelligenceModern AI systems don't fail because of models.They fail because of data.Behind every successful AI product is a carefully engineered system that ensures data is accurate, consistent, timely, and trustworthy. This is where analytics engineering becomes the foundation of production intelligence.This book is your complete, practical guide to building that foundation.Advanced Analytics Engineering for AI Systems takes you beyond theory and into the real structure of modern data systems. You will learn how raw data is transformed into reliable pipelines, how analytical models are designed for clarity and performance, and how metrics are defined so that every number in your system means exactly what it should, every time.The focus is not on isolated tools or surface-level concepts. Instead, this book teaches you how to think in systems. You will understand how data flows from ingestion to transformation, how it supports machine learning, and how everything is orchestrated, monitored, and governed in production environments.As you progress, you will work through real-world scenarios that reflect the challenges faced in modern organizations. You will learn how to design ingestion pipelines that handle incomplete and evolving data, how to build deterministic transformations that produce consistent results, and how to structure data models that scale across teams and use cases.You will see how metrics are engineered as stable system components, ensuring that dashboards, reports, and models all rely on the same definitions. You will understand how feature pipelines are built to support machine learning without introducing inconsistencies between training and production.The book also guides you through workflow orchestration, showing how to coordinate complex pipelines and ensure reliable execution. You will learn how to monitor data freshness, detect anomalies, and maintain data quality over time. As your system grows, you will explore how to scale performance, manage costs, and support multiple teams working on the same platform.Finally, you will gain a clear understanding of governance, security, and long-term reliability. You will learn how to manage change without breaking systems, how to document and discover data assets, and how to build platforms that are both reliable and auditable.By the end of this book, you will not just understand analytics engineering, you will be able to design and build production-grade systems that support real-world AI applications.This book is written for data engineers, analytics engineers, machine learning engineers, and developers who want to move beyond fragmented workflows and build systems that are structured, scalable, and trusted.If you are serious about building AI systems that actually work in production, this is where you start.Take control of your data systems. Build with clarity. Engineer for reliability.Get your copy now and start designing analytics platforms that power intelligent, production-ready systems. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…
Seller Inventory # 9798249232924
- Title
- Advanced Analytics Engineering for AI Systems (Paperback)
- Author
- Craig Lanford
- Publisher
- Independently Published
- Publication year
- 2026
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 13
- 9798249232924
Modern AI systems don’t fail because of models.
They fail because of data.
Behind every successful AI product is a carefully engineered system that ensures data is accurate, consistent, timely, and trustworthy. This is where analytics engineering becomes the foundation of production intelligence.
This book is your complete, practical guide to building that foundation.
Advanced Analytics Engineering for AI Systems takes you beyond theory and into the real structure of modern data systems. You will learn how raw data is transformed into reliable pipelines, how analytical models are designed for clarity and performance, and how metrics are defined so that every number in your system means exactly what it should, every time.
The focus is not on isolated tools or surface-level concepts. Instead, this book teaches you how to think in systems. You will understand how data flows from ingestion to transformation, how it supports machine learning, and how everything is orchestrated, monitored, and governed in production environments.
As you progress, you will work through real-world scenarios that reflect the challenges faced in modern organizations. You will learn how to design ingestion pipelines that handle incomplete and evolving data, how to build deterministic transformations that produce consistent results, and how to structure data models that scale across teams and use cases.
You will see how metrics are engineered as stable system components, ensuring that dashboards, reports, and models all rely on the same definitions. You will understand how feature pipelines are built to support machine learning without introducing inconsistencies between training and production.
The book also guides you through workflow orchestration, showing how to coordinate complex pipelines and ensure reliable execution. You will learn how to monitor data freshness, detect anomalies, and maintain data quality over time. As your system grows, you will explore how to scale performance, manage costs, and support multiple teams working on the same platform.
Finally, you will gain a clear understanding of governance, security, and long-term reliability. You will learn how to manage change without breaking systems, how to document and discover data assets, and how to build platforms that are both reliable and auditable.
By the end of this book, you will not just understand analytics engineering, you will be able to design and build production-grade systems that support real-world AI applications.
This book is written for data engineers, analytics engineers, machine learning engineers, and developers who want to move beyond fragmented workflows and build systems that are structured, scalable, and trusted.
If you are serious about building AI systems that actually work in production, this is where you start.
Take control of your data systems. Build with clarity. Engineer for reliability.
Get your copy now and start designing analytics platforms that power intelligent, production-ready systems.
"Synopsis" may belong to another edition of this title.
CitiRetail
Stevenage, United Kingdom
AbeBooks seller since June 29, 2022
Shipping rates from United Kingdom to U.S.A.
| Item | 7 to 14 business days | 7 to 60 business days |
|---|---|---|
| First item | £ 37.00 | £ 37.00 |
Payment methods
Store description
Online business
Seller's business information
ABC BOOKS LIMITED
10 John Street
London, United Kingdom WC1N 2EB
Terms of sale
Orders can be returned within 30 days of receipt.
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 CitiRetail, Stevenage, United Kingdom, 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.
Shipping terms
Please note that titles are dispatched from our US, Canadian or Australian warehouses. Delivery times specified in shipping terms. Orders ship within 2 business days. Delivery to your door then takes 7-14 days.