Anglický jazyk

TensorFlow Deep Learning Projects

Na objednávku

46.55 €

bežná cena: 49.00 €

O knihe

Leverage the power of Tensorflow to design deep learning systems for a variety of real-world scenarios

Key Features

Build efficient deep learning pipelines using the popular Tensorflow framework

Train neural networks such as ConvNets, generative models, and LSTMs

Includes projects related to Computer Vision, stock prediction, chatbots and more

Book Description

TensorFlow is one of the most popular frameworks used for machine learning and, more recently, deep learning. It provides a fast and efficient framework for training different kinds of deep learning models, with very high accuracy. This book is your guide to master deep learning with TensorFlow with the help of 10 real-world projects.

TensorFlow Deep Learning Projects starts with setting up the right TensorFlow environment for deep learning. Learn to train different types of deep learning models using TensorFlow, including Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and Generative Adversarial Networks. While doing so, you will build end-to-end deep learning solutions to tackle different real-world problems in image processing, recommendation systems, stock prediction, and building chatbots, to name a few. You will also develop systems that perform machine translation, and use reinforcement learning techniques to play games.

By the end of this book, you will have mastered all the concepts of deep learning and their implementation with TensorFlow, and will be able to build and train your own deep learning models with TensorFlow confidently.

What you will learn

Set up the TensorFlow environment for deep learning

Construct your own ConvNets for effective image processing

Use LSTMs for image caption generation

Forecast stock prediction accurately with an LSTM architecture

Learn what semantic matching is by detecting duplicate Quora questions

Set up an AWS instance with TensorFlow to train GANs

Train and set up a chatbot to understand and interpret human input

Build an AI capable of playing a video game by itself -and win it!