January 2019
Intermediate to advanced
378 pages
8h 27m
English
book
Python Machine Learning Blueprints - Second Edition
by Alexander Combs, Saurabh Chhajed, Michael Roman
Content preview from Python Machine Learning Blueprints - Second Edition
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Building a convolutional neural network to classify images in the Zalando Research dataset, using Keras
In this section, we'll be building our convolutional neural network to classify images of clothing, using Zalando Research's fashion dataset. The repository for this dataset is available at https://github.com/zalandoresearch/fashion-mnist.
This dataset contains 70,000 grayscale images—each depicting an article of clothing—from 10 possible clothing articles. Specifically, the target classes are as follows: T-shirt/top, pants, sweater, dress, coat, sandal, shirt, sneaker, bag, and ankle boot.
Zalando, a Germany-based e-commerce company, released this dataset to provide researchers with an alternative to the classic MNIST dataset of handwritten ...
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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.