April 2025
Beginner to intermediate
304 pages
7h 42m
English
Content preview from Successful AI Product Creation
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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.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.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.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.
Chapter 2Curiosity to Learn AI Use Cases and Emerging Technical ML Concepts
In this chapter, we jump into the critical exploration of artificial intelligence (AI) product management, marking curiosity as the essential second step to successful AI product creation in the journey through the AI and machine learning (ML) domains. First, we will lay the foundation by discussing the core principles of ML, which are essential for navigating the complexities of AI. Following this, we will explore the vast landscape of AI, examining the indispensable tools and technologies that drive development and innovation. Delving deeper, we will uncover the frontiers of innovation within deep learning and generative AI (GenAI), showcasing their potential to transform industries and redefine problem-solving. Further, we will demystify the model training process, providing a step-by-step breakdown of how data is transformed into predictive insights. Finally, we will bridge theory with practice, highlighting real-world AI applications that illustrate the tangible impact of AI across various sectors. Through this journey, AI product managers are equipped with the knowledge and insights necessary for leveraging AI technologies to achieve strategic objectives, underscoring the significance of curiosity, lifelong learning, and adaptability in mastering the dynamic field of AI.
To harness AI's transformative power, product teams must relentlessly pursue mastery of evolving machine learning technologies. ...
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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.
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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.