December 2018
Intermediate to advanced
158 pages
3h 58m
English
Content preview from Deep Learning with PyTorch Quick Start Guide
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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.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.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.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.
Unsupervised learning
One of the main drawbacks to supervised learning is that it requires data that is accurately labeled. Most real-world data consists of unlabeled and unstructured data and this is the major challenge to machine learning and the broader endeavor of artificial intelligence. Unsupervised learning plays an important role in finding structure in unstructured data. The division between supervised and unsupervised learning is not absolute. Many unsupervised algorithms are used to together with supervised learning; for example, where data is only partially labeled or when we are trying to find the most important features of a deep learning model.
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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.