TensorFlow in Action by Thushan Ganegedara PDF

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TensorFlow in Action by Thushan Ganegedara PDF



TensorFlow in Action teaches you to construct, train, and deploy deep learning models using TensorFlow 2. In this practical tutorial, you’ll build reusable skill hands-on as you create production-ready applications such as a French-to-English translator and a neural network that can write fiction. You’ll appreciate the in-depth explanations that go from DL basics to advanced applications in NLP, image processing, and MLOps, complete with important details that you’ll return to reference over and over.



What's inside

• Covers TensorFlow 2.9 and Keras API.

• Recent algorithms including transformers, attention models, and ElMo

• Build on pretrained models

• Writing end-to-end data pipelines with TFX

• Covers Image classifications, NLP, sentiment analysis, language modelling and sequence to sequence.



Who is this book for:

For Python programmers with basic deep learning skills.



About the author

Thushan Ganegedara is a senior ML engineer at Canva and TensorFlow expert. He holds a PhD in machine learning from the University of Sydney.



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