April 2025
Beginner to intermediate
304 pages
7h 42m
English
Content preview from Successful AI Product Creation
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Index
A
- A/B testing, 134
- acceptance criteria, for AI
- accessibility, 226, 228–229
- accountability, 171, 173, 175
- accuracy, 21, 181, 253
- achievability, 161
- active learning, 131, 157, 259
- adaptability, 21, 56, 71–72, 162, 225
- adaptive learning, model operations and, 199
- advanced AI, 39–41, 157
- agentic AI, 220, 242
- agriculture industry, precision farming in, 16–17
- AI product creators, 182
- AI product manager (AI PM), 4, 179, 259
- AI-created data, historical data compared with, 20
- AI-driven customer service chatbots, 49–50
- AI-driven diagnostic tools, in healthcare industry, 13–14
- AI-driven recommendations, enhancing e-commerce with, 64
- AI-UX product manager (AI-UXPM), 222–223, 225, 228, 259
- alerting systems, model operations and, 198
- algorithm development, 151, 163, 167, 259
- algorithmic bias, 178, 259
- algorithms, 45, 114–116, 165, 179
- Amara's Law, 236, 243
- Amazon, 14–15, 36
- Amazon SageMaker, 32
- Amazon Web Services, 32
- Annalise.ai, 14
- anomaly detection, 198, 202, 259
- anonymization, data collection and, 204
- Anthropic Claude, 221, 222, 248
- Apache NiFi, 206–207
- API integration, 198, 259
- API standards, 128
- applications, 26, 27
- area under the curve (AUC), 107, 260
- artificial general intelligence (AGI), 39–41
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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.