October 2018
Intermediate to advanced
246 pages
6h 26m
English
Content preview from Machine Learning Projects for Mobile Applications
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Linear regression - supervised learning
Let's look at one simple example of linear regression with its implementation on TensorFlow.
Let's predict the price of a house, looking at the prices of other houses in the same area along with its size information:
We have a house that costs $82,000 and another one at $55,000. Now, our task is to find the price of the third house. We know the sizes of all of the houses along with the prices, and we can map this data in a graph. Let's find out the price of the third house based on the other two data points that we have:
You may wonder how to draw the line now. Draw a random line close to all the ...
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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.