Artificial Neural Networks with TensorFlow 2

ANN Architecture Machine Learning Projects

Häftad, Engelska, 2020

859 kr

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This book offers a single source that provides comprehensive coverage of the capabilities of TensorFlow 2 through the use of realistic, scenario-based projects. After learning what's new in TensorFlow 2, you'll dive right into developing machine learning models through applicable projects.

Produktinformation

Utgivningsdatum2020-11-21
Mått156 x 234 x 38 mm
Vikt1 044 g
FormatHäftad
SpråkEngelska
Antal sidor726
FörlagAPress
ISBN9781484261491

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Poornachandra Sarang has 30+ years of IT experience and is an experienced author. His work has always focused on state-of-the-art and emerging technologies. He has provided consulting services to—Sun Microsystems, Microsoft, Oracle, and Hewlett-Packard. He has been a Ph.D. advisor for Computer Science and is currently on a Thesis Advisory Committee for students pursuing Ph.D. in Computer Engineering—setting the course curriculum for both under-graduate and post-graduate courses in Computer Science/Engineering. He has delivered seminars, written articles, and provided consulting recently on Machine Learning and Deep Learning. He maintains a machine learning blog at education.abcom.com.

Chapter 1: TensorFlow Jump Start.- Chapter 2: A Closer Look at TensorFlow.- Chapter 3: Deep Dive in tf.keras.- Chapter 4: Transfer Learning.- Chapter 5: Neutral Networks for Regression.- Chapter 6: Estimators.- Chapter 7: Text Generation.- Chapter 8: Language Translation.- Chapter 9: Natural Langauge.- Chapter 10: Image Captioning.- Chapter 11: Time Series.- Chapter 12: Style Transfer.- Chapter 13: Image Generation- Chapter 14: Image Translation.