March 2020
Beginner to intermediate
342 pages
8h 38m
English
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Hands On: Basecamp Overshooting
Let’s talk about the learning rate again. In the final example of this chapter, I used a learning rate of 0.001. Try increasing the learning rate, and you might notice that at some point the loss starts to increase instead of decreasing. Can you imagine why?
If you can’t picture the answer in your mind, try drawing the loss function on paper. What happens with a very large learning rate? As usual, check the content of the 03_gradient/solution directory if you’re stuck.
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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.