June 2024
Beginner to intermediate
552 pages
16h 11m
English
Content preview from Google Machine Learning and Generative AI for Solutions Architects
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8
Hyperparameters and Optimization
We introduced the concepts of hyperparameters and hyperparameter optimization (or tuning) in Chapter 2. In this chapter, we will dive into these concepts in more detail, and we will use Google Cloud products such as Vertex AI Vizier to define and run hyperparameter tuning jobs.
Following our established pattern, we will begin by covering some prerequisites that are required for the hands-on activities in this chapter. Then, we cover some important basic concepts that relate to the content covered in this chapter, and finally, we perform hands-on activities that teach you how to apply those concepts in real-world scenarios.
This chapter covers the following topics:
- Prerequisites and basic concepts
- What are ...
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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.