Torrent details for "TensorFlow in Action by Thushan Ganegedara PDF" Log in to bookmark
Controls:
Language:
EnglishTotal Size:
36.81 MB
Info Hash:
9a54c53efd74c3c4656a53a6328ba6b780ca0832
Added By:
Added:
14-12-2023 19:50
Views:
256
Health:
Seeds:
50
Leechers:
6
Completed:
235
xx
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.
xx
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.
xx