ISBN: 9781789539226

Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applicationsKey Features - Focus on neural network and its essential operations- Prepare data for a d… More...

Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applicationsKey Features - Focus on neural network and its essential operations- Prepare data for a deep learning model and deploy it as an interactive web application, with Flask and a HTTP API- Use Keras, a TensorFlow abstraction library 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 course, you'll build a Bitcoin application that predicts the future price, based on historic, and freely available information.This book will also provide you with a blueprint for how to build an application that generates predictions using a deep learning model. From there, you can continue to improve our example model— either by adding more data, computing more features, or changing its architecture—continuously increasing its prediction accuracy, or create a completely new model, changing the core components of the application as you see fit.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 course 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 course. Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications Packt Publishing Programming in Python Tensorflow;Python;deep learning 9781789537291 DE,GB,US,ES,IT,FR,MX English Computer Science, Packt Publishing<

ISBN: 9781789539226

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 … More...

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 FeaturesCover the basics of neural networks and choose the right model architectureMake predictions with a trained model and get to grips with TensorBoardEvaluate metrics and techniques and deploy a model as a web applicationBook 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 learnSet up a deep learning programming environmentExplore the common components of a neural network and its essential operationsPrepare data for a deep learning model- Deploy model as an interactive web application, with Flask and a HTTP APIUse Keras, a TensorFlow abstraction libraryExplore the types of problems addressed by neural networksWho 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. eBooks > Fremdsprachige eBooks > Englische eBooks; eBooks > Fachbücher , Packt Publishing, ePUB, Packt Publishing<

ISBN: 9781789539226

Beginning Application Development with TensorFlow and Keras - Learn to design develop train and deploy TensorFlow and Keras models as real-world applications: ab 15.49 € eBooks > Belletri… More...

Beginning Application Development with TensorFlow and Keras - Learn to design develop train and deploy TensorFlow and Keras models as real-world applications: ab 15.49 € eBooks > Belletristik > Erzählungen Packt Publishing eBook als epub, Packt Publishing<

ISBN: 9781789539226

Beginning Application Development with TensorFlow and Keras - Learn to design develop train and deploy TensorFlow and Keras models as real-world applications: ab 14.99 € eBooks > Belletri… More...

Beginning Application Development with TensorFlow and Keras - Learn to design develop train and deploy TensorFlow and Keras models as real-world applications: ab 14.99 € eBooks > Belletristik > Erzählungen Packt Publishing eBook als epub, Packt Publishing<

2018, ISBN: 9781789539226

Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications, eBooks, eBook Download (EPUB), Auflage, [PU: Packt Publishing], [ED: 1], Packt Publishi… More...

Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications, eBooks, eBook Download (EPUB), Auflage, [PU: Packt Publishing], [ED: 1], Packt Publishing, 2018<