February 2020
Intermediate to advanced
560 pages
22h 18m
English
Content preview from Deep Learning with JavaScriptBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.
Chapter 2. Getting started: Simple linear regression in TensorFlow.js
This chapter covers
- A minimal example of a neural network for the simple machine-learning task of linear regression
- Tensors and tensor operations
- Basic neural network optimization
Nobody likes to wait, and it’s especially annoying to wait when we don’t know how long we’ll have to wait for. Any user experience designer will tell you that if you can’t hide the delay, then the next best thing is to give the user a reliable estimate of the wait time. Estimating expected delays is a prediction problem, and the TensorFlow.js library can be used to build an accurate download-time prediction, sensitive to the context and user, enabling us to build clear, reliable experiences that ...
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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.