January 2025
Intermediate to advanced
698 pages
16h 48m
English
Content preview from Deep Learning and AI SuperheroBecome 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,
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Chapter 2 Summary
In Chapter 2, we explored how to effectively build, train, and deploy deep learning models using TensorFlow 2.x, one of the most powerful and widely used frameworks for machine learning and deep learning. This chapter provided a comprehensive introduction to the core components of TensorFlow, covering everything from creating models to saving, loading, and deploying them in real-world applications.
We began by introducing TensorFlow 2.x, which offers a simplified interface for building deep learning models thanks to its integration with Keras. The Sequential API was used to stack layers and create neural networks, while tensors were introduced as the fundamental data structures in TensorFlow, enabling efficient manipulation of ...
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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.