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Practical TensorFlow.js: Deep Learning in Web App Development
book

Practical TensorFlow.js: Deep Learning in Web App Development

by Juan De Dios Santos Rivera
September 2020
Intermediate to advanced
318 pages
5h 16m
English
Apress
Content preview from Practical TensorFlow.js: Deep Learning in Web App Development
© Juan De Dios Santos Rivera 2020
J. D. D. S. RiveraPractical TensorFlow.jshttps://doi.org/10.1007/978-1-4842-6273-3_2

2. Training our first models

Juan De Dios Santos Rivera1 
(1)
San Juan, PR, USA
 

In Chapter 1, we introduced the TensorFlow.js ecosystem. There, we discussed its history, features, and details, such as tensors, operations, and layers. In this second chapter, we will apply several of the concepts introduced to build our first machine learning models.

The models we will create here belong to the category of supervised learning. This is the ML task of learning from a labeled training set, a function that maps a set of inputs, known as features, to a label (also named class). In this chapter, we will explore this type of learning and how ...

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