January 2025
Intermediate to advanced
698 pages
16h 48m
English
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3.1 Introduction to Keras API in TensorFlow 2.x
The Keras API in TensorFlow 2.x offers a highly intuitive and user-friendly interface for constructing neural networks. By abstracting away the intricate details of model construction, training, and evaluation, Keras allows developers to concentrate on the higher-level aspects of their network architecture and performance optimization. This abstraction significantly reduces the learning curve for newcomers to deep learning while providing advanced practitioners with powerful tools to build sophisticated models efficiently.
Keras supports two main approaches for model building: the Sequential API and the Functional API. The Sequential API is ideal for straightforward, linear stack of layers, making ...
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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.