November 2019
Intermediate to advanced
296 pages
7h 52m
English
Content preview from Hands-On Machine Learning with TensorFlow.js
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What is polynomial regression?
First of all, let's explain what polynomial regression is. Polynomial regression is a machine learning algorithm that's used to predict the target value of a given dataset. It is a form of supervised learning. In supervised learning, the algorithm is given the training dataset with feature vector and target values. The algorithm constructs a model that is capable of predicting the new target value, which corresponds to new incoming features. Before we learn about polynomial regression, let's take a look at what supervised learning is.
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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.