April 2020
Intermediate to advanced
294 pages
7h 53m
English
Content preview from MicroPython Projects
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The CIFAR-10 and CIFAR-100 datasets
Machine learning can only get so far without having a dataset to train the model. You may recall from earlier in the chapter that we discussed how a neural network is a collection of neurons and connections between those neurons. The connection weights and the activation bias can't be set properly without using some form of training to set their values. Setting those weights and values is really the learning aspect for the model.
If you were to go out on the internet, you would discover that there are tons of different datasets that are available online that can be used to train a machine learning model. If you are interested in training a model to detect whether someone is smiling, you can use the Smiles ...
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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.