Enterprise Innovation at Scale with AWS AI Services
Build AI Solutions to Solve Enterprise Problems with Low Code Implementation
Premkumar Rangarajan | Veda Raman | Alexander Stevenson
Computers / Artificial Intelligence / General
Find out how to harness the power of Artificial Intelligence on AWS to transform enterprise operations, unlock new business potential, and accelerate go-to-market with real-life scenarios and prescriptive code samples. The topics included in this book are using speech and language AI services to elevate customer centricity in contact centers, text AI to automate documentation workflows, leveraging computer vision services for object detection, and using industrial AI services for predictive analytics.
This book will take you through solution building using AI to solve common enterprise needs across operational segments, highlighting the value that AI brings, with low code implementation and no data science expertise required. The book begins with an introduction to AWS AI/ML, document processing workflows, and a personalized recommendation engine followed by solving contact center problems using AWS AI services such as Amazon Transcribe, Amazon Translate, Amazon Lex, and Amazon Comprehend. Further, it covers Amazon Lex and Amazon Kendra, Amazon Lookout for Equipment concluding with understanding Amazon Comprehend Medical. Basic Python programming skills are required to gain the most from the book.
The topics of the book are structured to tackle common enterprise use cases, guide how to approach a problem, qualify if AI is the right solution framework, instruct what a business problem looks like under the hood, construct a solution using AWS AI services, and deploy the solution to drive business benefits. This book is for professionals interested in making a career out of AI to solve business challenges.
What you will learn:
- How to build AI solutions for enterprise needs
- Understand AWS AI services, their features, and how to leverage the services in solving business challenges
- How to create solutions with predictive analytics, NLP, timeseries forecasting, and industrial AI.
- What are Amazon Textract, Amazon Comprehend, and Amazon A2I
Who this book is for:
Software professionals, cloud consultants and engineers looking to make a career in AI with AWS. Technology consultants interested to learn enterprise transformation with AI.
Premkumar (Prem) Rangarajan is a Senior AI/ML specialist solutions architect, and an NLP domain lead at Amazon Web Services, Atlanta office, US. Prem is a prolific author having published 16 ML blogs for AWS, a research paper on reinforcement learning, and an NLP textbook. When he is not helping customers adopt AWS AI/ML, Prem dabbles with building Simple Beer Service units for AWS offices, running competitive gaming events with DeepRacer & DeepComposer, and educating students, and young professionals on career-building AI/ML skills. Prem speaks at large global stages including AWS re:Invent, AWS ML Summits, and other community conferences to inspire thought leadership. Prem also frequently guest lectures on AI at Georgia State University, and Western Michigan University in the US.
| Publication Date: |
14 July 2026 |
| Publisher: |
Apress |
| Imprint: |
Apress |
| ISBN-13: |
9798868831119 |
| Format: |
Paperback / softback |