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Building Machine Learning Projects with TensorFlow Pages : 291 - Edition : 0 - Type : pdf

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Building Machine Learning Projects with TensorFlow (jects with TensorFlow Author: )

Shared by le kaka on 2016-12-13

Building Machine Learning Projects with TensorFlow Author: Rodolfo Bonnin Pub Date: 2016 ISBN: 978-1-78646-658-7 Pages: 291 Language: English Format: EPUB/MOBI/PDF (conv) Size: 21 Mb Engaging projects that will teach you how complex data can be exploited to gain the most insight This book of projects highlights how TensorFlow can be used in different scenarios – this includes projects for training models, machine learning, deep learning, and working with various neural networks. Each project provides exciting and insightful exercises that will teach you how to use TensorFlow and show you how layers of data can be explored by working with Tensors. Simply pick a project that is in line with your environment and get stacks of information on how to implement TensorFlow in production. What you will learn Load, interact, dissect, process, and save complex datasets Solve classification and regression problems using state of the art techniques Predict the outcome of a simple time series using Linear Regression modeling Use a Logistic Regression scheme to predict the future result of a time series Classify images using deep neural network schemes Tag a set of images and detect features using a deep neural network, including a Convolutional Neural Network (CNN) layer Resolve character recognition problems using the Recurrent Neural Network (RNN) model

tags  Tags:  Machine Learning ,TensorFlow 

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