{"product_id":"tensorflow-2-pocket-reference-kc-tung-9781492089186","title":"Tensorflow 2 Pocket Reference: Building and Deploying Machine Learning Models","description":"\u003cp\u003eThis 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. \u003c\/p\u003e\u003cp\u003e 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. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eUnderstand best practices in TensorFlow model patterns and ML workflows \u003c\/li\u003e\n\u003cli\u003eUse code snippets as templates in building TensorFlow models and workflows \u003c\/li\u003e\n\u003cli\u003eSave development time by integrating prebuilt models in TensorFlow Hub \u003c\/li\u003e\n\u003cli\u003eMake informed design choices about data ingestion, training paradigms, model saving, and inferencing \u003c\/li\u003e\n\u003cli\u003eAddress common scenarios such as model design style, data ingestion workflow, model training, and tuning \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Kc Tung\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1492089184\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781492089186\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/24\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 253\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.42lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 7.00h x 4.25w x 0.54d","brand":"Kc Tung","offers":[{"title":"Paperback","offer_id":44043733926143,"sku":"9781492089186","price":29.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_e9b36da5-4fdb-4073-a979-eeef82611232.jpg?v=1684968838","url":"https:\/\/www.whiterainbookhouse.com\/products\/tensorflow-2-pocket-reference-kc-tung-9781492089186","provider":"WR Book House","version":"1.0","type":"link"}