May 2020
Intermediate to advanced
404 pages
10h 52m
English
Content preview from Hands-On Python Deep Learning for the Web
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A General Production Framework for Deep Learning-Enabled Websites
We have covered decent ground on using industry-grade cloud Deep Learning (DL) APIs in our applications in previous chapters and we have learned about their use through practical examples. In this chapter, we will cover a general outline for developing DL-enabled websites. This will require us to bring together all the things that we have learned so far so that we can put them to use in real-life use cases. In this chapter, we will learn how to structure a DL web application for production by first preparing the dataset. We will then train a DL model in Python and then wrap the DL models in APIs using Flask.
The following is a high-level summary of this chapter:
- Defining our ...
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