The The TensorFlow Workshop: A hands-on guide to building deep learning models from scratch using real-world datasets

Author:   Matthew Moocarme ,  Anthony So ,  Anthony Maddalone
Publisher:   Packt Publishing Limited
ISBN:  

9781800205253


Pages:   600
Publication Date:   15 December 2021
Format:   Paperback
Availability:   Available To Order   Availability explained
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The The TensorFlow Workshop: A hands-on guide to building deep learning models from scratch using real-world datasets


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Author:   Matthew Moocarme ,  Anthony So ,  Anthony Maddalone
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781800205253


ISBN 10:   1800205252
Pages:   600
Publication Date:   15 December 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Introduction to Machine Learning with TensorFlow Loading and Processing Data TensorFlow Development Regression and Classification Models Classification Models Regularization and Hyperparameter Tuning Convolutional Neural Networks Pre-Trained Networks Recurrent Neural Networks Custom TensorFlow Components Generative Models

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Author Information

Matthew Moocarme is an accomplished data scientist with more than eight years of experience in creating and utilizing machine learning models. He comes from a background in the physical sciences, in which he holds a Ph.D. in physics from the Graduate Center of CUNY. Currently, he leads a team of data scientists and engineers in the media and advertising space to build and integrate machine learning models for a variety of applications. In his spare time, Matthew enjoys sharing his knowledge with the data science community through published works, conference presentations, and workshops. Anthony So is an outstanding leader with more than 13 years of experience. He is recognized for his analytical skills and data-driven approach for solving complex business problems and driving performance improvements. Anthony Maddalone is a research engineer at TieSet, a Silicon Valley based leader in distributed artificial intelligence and federated learning. He is a former founder and CEO of a successful e-commerce startup. He is also a master’s candidate in analytics with a focus on industrial and systems engineering from the Georgia Institute of Technology.

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