August 2025
Beginner to intermediate
52 pages
1h 12m
English
Overview
Real-time streaming data is transforming how organizations leverage AI by enabling continuous ingestion, processing, and analysis of information as it's generated, maximizing the speed and precision of business decisions. But building and deploying these systems comes with unique challenges, including managing low-latency data pipelines, optimizing AI models for live environments, and ensuring scalability under high-throughput demands. This report helps you harness the power of streaming data and AI technologies to deliver measurable business impact.
Streaming Data for Real-Time AI Applications provides a practical framework for unlocking the potential of real-time AI systems. Through real-world examples, it shows you the complexities of designing and deploying live AI solutions. You'll explore essential topics like latency optimization and resource allocation that are necessary for real-time inference.
- Learn the fundamental role of streaming data in real-time AI
- Understand key technologies and architectures for real-time AI
- Uncover best practices and applications for business impact
- Apply streaming data to AI use cases
- Evaluate streaming solutions for AI
- Integrate real-time data and AI
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.