November 2018
Intermediate to advanced
322 pages
7h 54m
English
Content preview from TensorFlow Machine Learning Projects
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11: Making Quality Product Recommendations Using TensorFlow
When you visit Amazon, Netflix, or your other favorite websites, or use any modern app such as Spotify or Pandora, you will have noticed that they recommend different items to you. These recommendations are created using recommendation system algorithms. Before machine learning based recommendations systems, the recommendations were generated with rule-based systems. However, with the advent of machine learning and neural networks, recommendations have become more accurate.
In this chapter, we'll learn about recommendation systems. We'll use the Retailrocket dataset to implement a recommendation system in two different ways, using TensorFlow and Keras.
The following topics will ...
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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.