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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

Book Specification

Binding Paperback
Language English
Number Of Pages 148
Author Luis Capelo
Publisher Packt Publishing Limited
Isbn-10 1789537290
Isbn-13 9781789537291
Dimension 19.05*0.86*23.5

Beginning Application Development with TensorFlow and Keras: Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications

Luis Capelo's Beginning Application Development with TensorFlow and Keras: Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications

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 DescriptionWith 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 forThis 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.
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Amazon, Paperback Rs. 629.0

Why you should read 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

This book has been written by Luis Capelo, who has written books like Beginning Application Development with TensorFlow and Keras: Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications. The books are written in Algorithms category. This book is read by people who are interested in reading books in category : Algorithms. So, if you want to explore books similar to This book, you must read and buy this book.

How long would it take for you to read Beginning Application Development with TensorFlow and Keras: Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications

Depending on your reading style, this is how much time you would take to complete reading this book.

Reading Style Time To Finish The Book
Slow 29 hours
Average 14 hours
Good 9 hours
Excellent 4 hours
So if you are a Reader belonging in the Good category, and you read it daily for 1 hour, it will take you 9 days.
Note: A slow reader usually reads 100 words per minute, an average reader 200 words per minute, an average reader 300 words per minute and an excellent leader reads about 600-1000 words per minute, however the comprehension may vary.

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