The Applied TensorFlow and Keras Workshop

The Applied TensorFlow and Keras Workshop
Author :
Publisher : Packt Publishing Ltd
Total Pages : 173
Release :
ISBN-10 : 9781800204072
ISBN-13 : 1800204078
Rating : 4/5 (078 Downloads)

Book Synopsis The Applied TensorFlow and Keras Workshop by : Harveen Singh Chadha

Download or read book The Applied TensorFlow and Keras Workshop written by Harveen Singh Chadha and published by Packt Publishing Ltd. This book was released on 2020-07-30 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cut through the noise and get real results with this workshop for beginners. Use a project-based approach to exploring machine learning with TensorFlow and Keras. Key FeaturesUnderstand the nuances of setting up a deep learning programming environmentGain insights into the common components of a neural network and its essential operationsGet to grips with deploying a machine learning model as an interactive web application with FlaskBook Description Machine learning gives computers the ability to learn like humans. It is becoming increasingly transformational to businesses in many forms, and a key skill to learn to prepare for the future digital economy. As a beginner, you'll unlock a world of opportunities by learning the techniques you need to contribute to the domains of machine learning, deep learning, and modern data analysis using the latest cutting-edge tools. The Applied TensorFlow and Keras Workshop begins by showing you how neural networks work. After you've understood the basics, you will train a few networks by altering their hyperparameters. To build on your skills, you'll learn how to select the most appropriate model to solve the problem in hand. While tackling advanced concepts, you'll discover how to assemble a deep learning system by bringing together all the essential elements necessary for building a basic deep learning system - data, model, and prediction. Finally, you'll explore ways to evaluate the performance of your model, and improve it using techniques such as model evaluation and hyperparameter optimization. By the end of this book, you'll have learned how to build a Bitcoin app that predicts future prices, and be able to build your own models for other projects. What you will learnFamiliarize yourself with the components of a neural networkUnderstand the different types of problems that can be solved using neural networksExplore different ways to select the right architecture for your modelMake predictions with a trained model using TensorBoardDiscover the components of Keras and ways to leverage its features in your modelExplore how you can deal with new data by learning ways to retrain your modelWho this book is for If you are a data scientist or a machine learning and deep learning enthusiast, who is looking to design, train, and deploy TensorFlow and Keras models into real-world applications, then this workshop is for you. Knowledge of computer science and machine learning concepts and experience in analyzing data will help you to understand the topics explained in this book with ease.


The Applied TensorFlow and Keras Workshop Related Books

The Applied TensorFlow and Keras Workshop
Language: en
Pages: 173
Authors: Harveen Singh Chadha
Categories: Computers
Type: BOOK - Published: 2020-07-30 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Cut through the noise and get real results with this workshop for beginners. Use a project-based approach to exploring machine learning with TensorFlow and Kera
The Applied TensorFlow and Keras Workshop
Language: en
Pages: 174
Authors: Harveen Singh Chadha
Categories: Computers
Type: BOOK - Published: 2020-07-29 - Publisher:

DOWNLOAD EBOOK

Cut through the noise and get real results with this workshop for beginners. Use a project-based approach to exploring machine learning with TensorFlow and Kera
The Deep Learning with Keras Workshop
Language: en
Pages: 495
Authors: Matthew Moocarme
Categories: Computers
Type: BOOK - Published: 2020-07-29 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Discover how to leverage Keras, the powerful and easy-to-use open source Python library for developing and evaluating deep learning models Key FeaturesGet to gr
The Deep Learning Workshop
Language: en
Pages: 473
Authors: Mirza Rahim Baig
Categories: Computers
Type: BOOK - Published: 2020-07-31 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Take a hands-on approach to understanding deep learning and build smart applications that can recognize images and interpret text Key Features Understand how to
The The Applied Artificial Intelligence Workshop
Language: en
Pages: 419
Authors: Anthony So
Categories: Computers
Type: BOOK - Published: 2020-07-22 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

With knowledge and information shared by experts, take your first steps towards creating scalable AI algorithms and solutions in Python, through practical exerc