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Beginning Application Development with TensorFlow and Keras : Learn to Design, Develop, Train, and Deploy TensorFlow and Keras Models As Real-World Applications by Luis Capelo (2018, Trade Paperback)

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Product Information

You need much more than imagination to predict earthquakes and detect brain cancer cells. Become an expert in designing and deploying TensorFlow and Keras models, and generate insightful predictions with the power of deep learning. Key Features Cover the basics of neural networks and choose the right model architecture Make predictions with a trained model and get to grips with TensorBoard Evaluate metrics and techniques and deploy a model as a web application Book Description With this book, you'll learn how to train, evaluate and deploy Tensorflow and Keras models as real-world web applications. After a hands-on introduction, you'll use a sample model to explore the details of deep learning, selecting the right layers that can solve a given problem. By the end of the book, you'll build a Bitcoin application that predicts the future price, based on historic, and freely available information. What you will learn Set up a deep learning programming environment Explore the common components of a neural network and its essential operations Prepare data for a deep learning model- Deploy model as an interactive web application, with Flask and a HTTP API Use Keras, a TensorFlow abstraction library Explore the types of problems addressed by neural networks Who this book is for This book is ideal for experienced developers, analysts, or a data scientists, who want to develop applications using TensorFlow and Keras. This rapid hands-on course quickly shows you how to get to grips with TensorFlow in the context of real-world application development. We assume that you are familiar with Python and have a basic knowledge of web application development. If you have a background in linear algebra, probability, and statistics, you will easily grasp concepts that are discussed in the book.

Product Identifiers

Publisher
Packt Publishing, The Limited
ISBN-10
1789537290
ISBN-13
9781789537291
eBay Product ID (ePID)
9038524754

Product Key Features

Author
Luis Capelo
Publication Name
Beginning Application Development with TensorFlow and Keras : Learn to Design, Develop, Train, and Deploy TensorFlow and Keras Models As Real-World Applications
Format
Trade Paperback
Language
English
Publication Year
2018
Type
Textbook
Number of Pages
148 Pages

Dimensions

Item Length
3.6in
Item Width
3in

Additional Product Features

Table of Content
Table of Contents Introduction to Neural Networks and Deep Learning Model Architecture Model Evaluation and Optimization Productization
Target Audience
Trade
Topic
Programming / General, Software Development & Engineering / General, Programming / Algorithms, General, Programming Languages / Python
Genre
Computers

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Beginning Application Development with TensorFlow and Keras : Learn to Design, Develop, Train, and Deploy TensorFlow and Keras Models As Real-World Applications by Luis Capelo (2018, Trade Paperback)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Textbooks

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

Self Heal by Design : The Role of Micro-organisms for Health by Barbara O'Neill (2018, Trade Paperback)

Leadership : Theory and Practice by Peter G. Northouse (2021, Trade Paperback, Revised edition)

Research Design : Qualitative, Quantitative, and Mixed Methods Approaches by J. David Creswell and John W. Creswell (2022, Trade Paperback)

Designing Data-Intensive Applications : The Big Ideas Behind Reliable, Scalable, and Maintainable Systems by Martin Kleppmann (2017, Trade Paperback)

Cognitive Behavior Therapy : Basics and Beyond by Judith S. Beck (2020, Hardcover)

Encyclopedia of Counseling : Master Review and Tutorial for the National Counselor Examination, State Counseling Exams, and the Counselor Preparation Comprehensive Examination by Howard Rosenthal (2017, Trade Paperback, Revised edition,New Edition)

Save on Textbooks

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