Great book suggestions to learn TensorFlow
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Let me start with a very good one if you are starting with Machine Learning and is already a developer:
AI and Machine Learning for Coders
It’s very easy to follow and shows some good use cases and a lot of hands on code to try.
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Another great suggestions is Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow
This book has a lot of important theory about AI and ML and also the technical perspective of it using TensorFlow in most of the book.
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I suggest two more books.
- “Deep Learning with Python” for learning Keras API and TF. I guess 2nd edition will be out this year.
- “Deep Learning with Javascript” for TF.js
I translated Hands-on ML and DL with Python into Korean. And I will translate DL with javascript and AI for ML for Coders this year. All four books is really excellent! 
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Deep Learning with Python by Francois Chollet. Apart from that, the one by Geron is my favorite.
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