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TensorFlow 2 Pocket Reference eBook
$21.99 Original price was: $21.99.$13.00Current price is: $13.00.
By: KC Tung
Publisher: O’Reilly Media
Print ISBN: 9781492089186, 1492089184
eText ISBN: 9781492089131, 1492089133
Edition: 1st
Format: Reflowable
eText ISBN: 9781492089131
SKU: 9781492089131
Category: Trending
Tags: Computers, Intelligence (AI) & Semantics
Print ISBN: 9781492089186
This easy-to-use reference for TensorFlow 2 design patterns in Python will help you make informed decisions for various use cases. Author KC Tung addresses common topics and tasks in enterprise data science and machine learning practices rather than focusing on TensorFlow itself. When and why would you feed training data as using NumPy or a streaming dataset? How would you set up cross-validations in the training process? How do you leverage a pretrained model using transfer learning? How do you perform hyperparameter tuning? Pick up this pocket reference and reduce the time you spend searching through options for your TensorFlow use cases. Understand best practices in TensorFlow model patterns and ML workflows Use code snippets as templates in building TensorFlow models and workflows Save development time by integrating prebuilt models in TensorFlow Hub Make informed design choices about data ingestion, training paradigms, model saving, and inferencing Address common scenarios such as model design style, data ingestion workflow, model training, and tuning
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