Programming With Python: 4 Manuscripts - Deep Learning With Keras, Convolutional Neural Networks In Python, Python Machine Learning, Machine Learning With Tensorflow


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Programming With Python - 4 BOOK BUNDLE!!




Deep Learning with Keras



Here Is a Preview of What You’ll Learn Here…




  • The difference between deep learning and machine learning

  • Deep neural networks

  • Convolutional neural networks

  • Building deep learning models with Keras

  • Multi-layer perceptron network models

  • Activation functions

  • Handwritten recognition using MNIST

  • Solving multi-class classification problems

  • Recurrent neural networks and sequence classification

  • And much more...


Convolutional Neural Networks in Python



Here Is a Preview of What You’ll Learn In This Book…



  • Convolutional neural networks structure

  • How convolutional neural networks actually work

  • Convolutional neural networks applications

  • The importance of convolution operator

  • Different convolutional neural networks layers and their importance

  • Arrangement of spatial parameters

  • How and when to use stride and zero-padding

  • Method of parameter sharing

  • Matrix multiplication and its importance

  • Pooling and dense layers

  • Introducing non-linearity relu activation function

  • How to train your convolutional neural network models using backpropagation

  • How and why to apply dropout

  • CNN model training process

  • How to build a convolutional neural network

  • Generating predictions and calculating loss functions

  • How to train and evaluate your MNIST classifier

  • How to build a simple image classification CNN

  • And much, much more!



Python Machine Learning




Here Is A Preview Of What You’ll Learn Here…



  • Basics behind machine learning techniques

  • Different machine learning algorithms

  • Fundamental machine learning applications and their importance

  • Getting started with machine learning in Python, installing and starting SciPy

  • Loading data and importing different libraries

  • Data summarization and data visualization

  • Evaluation of machine learning models and making predictions

  • Most commonly used machine learning algorithms, linear and logistic regression, decision trees support vector machines, k-nearest neighbors, random forests

  • Solving multi-clasisfication problems

  • Data visualization with Matplotlib and data transformation with Pandas and Scikit-learn

  • Solving multi-label classification problems

  • And much, much more...



Machine Learning With TensorFlow



Here Is a Preview of What You’ll Learn Here…



  • What is machine learning

  • Main uses and benefits of machine learning

  • How to get started with TensorFlow, installing and loading data

  • Data flow graphs and basic TensorFlow expressions

  • How to define your data flow graphs and how to use TensorBoard for data visualization

  • Main TensorFlow operations and building tensors

  • How to perform data transformation using different techniques

  • How to build high performance data pipelines using TensorFlow Dataset framework

  • How to create TensorFlow iterators

  • Creating MNIST classifiers with one-hot transformation



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    AuthorFrank Millstein
    BindingKindle Edition
    FormatKindle eBook
    LanguageEnglish
    Language TypePublished
    Product GroupeBooks
    Publication Date2018-05-19
    Release Date2018-05-19
    Sales Rank27586

    New Releases in Python



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        New Releases in Languages



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              Warning: DOMDocument::load(): Opening and ending tag mismatch: input line 78 and div in https://www.amazon.in/gp/rss/bestsellers/1318105031/ref=zg_bs_1318105031_rsslink, line: 79 in /home/ashver/webapps/ashver/functions.php on line 4

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              Warning: DOMDocument::load(): EntityRef: expecting ';' in https://www.amazon.in/gp/rss/bestsellers/1318105031/ref=zg_bs_1318105031_rsslink, line: 123 in /home/ashver/webapps/ashver/functions.php on line 4

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              Warning: DOMDocument::load(): Premature end of data in tag meta line 11 in https://www.amazon.in/gp/rss/bestsellers/1318105031/ref=zg_bs_1318105031_rsslink, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

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              Warning: DOMDocument::load(): Premature end of data in tag meta line 7 in https://www.amazon.in/gp/rss/bestsellers/1318105031/ref=zg_bs_1318105031_rsslink, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

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                Warning: DOMDocument::load(): EntityRef: expecting ';' in https://www.amazon.in/gp/rss/bestsellers/14447036031/ref=zg_bs_14447036031_rsslink, line: 123 in /home/ashver/webapps/ashver/functions.php on line 4

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                Warning: DOMDocument::load(): Opening and ending tag mismatch: div line 38 and html in https://www.amazon.in/gp/rss/bestsellers/14447036031/ref=zg_bs_14447036031_rsslink, line: 134 in /home/ashver/webapps/ashver/functions.php on line 4

                Warning: DOMDocument::load(): Premature end of data in tag body line 27 in https://www.amazon.in/gp/rss/bestsellers/14447036031/ref=zg_bs_14447036031_rsslink, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                Warning: DOMDocument::load(): Premature end of data in tag meta line 11 in https://www.amazon.in/gp/rss/bestsellers/14447036031/ref=zg_bs_14447036031_rsslink, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                Warning: DOMDocument::load(): Premature end of data in tag meta line 9 in https://www.amazon.in/gp/rss/bestsellers/14447036031/ref=zg_bs_14447036031_rsslink, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                Warning: DOMDocument::load(): Premature end of data in tag meta line 8 in https://www.amazon.in/gp/rss/bestsellers/14447036031/ref=zg_bs_14447036031_rsslink, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                Warning: DOMDocument::load(): Premature end of data in tag meta line 7 in https://www.amazon.in/gp/rss/bestsellers/14447036031/ref=zg_bs_14447036031_rsslink, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                Warning: DOMDocument::load(): Premature end of data in tag head line 6 in https://www.amazon.in/gp/rss/bestsellers/14447036031/ref=zg_bs_14447036031_rsslink, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                Warning: DOMDocument::load(): Premature end of data in tag html line 6 in https://www.amazon.in/gp/rss/bestsellers/14447036031/ref=zg_bs_14447036031_rsslink, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                  Bestsellers in Smart Phones



                  Warning: DOMDocument::load(): Opening and ending tag mismatch: link line 12 and head in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 26 in /home/ashver/webapps/ashver/functions.php on line 4

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                  Warning: DOMDocument::load(): Opening and ending tag mismatch: input line 78 and div in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 79 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Opening and ending tag mismatch: div line 60 and form in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 95 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Opening and ending tag mismatch: form line 57 and div in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 98 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 107 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 112 in /home/ashver/webapps/ashver/functions.php on line 4

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                  Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 119 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 123 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Opening and ending tag mismatch: div line 40 and body in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 134 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Opening and ending tag mismatch: div line 38 and html in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 134 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Premature end of data in tag body line 27 in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Premature end of data in tag meta line 11 in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Premature end of data in tag meta line 9 in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Premature end of data in tag meta line 8 in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Premature end of data in tag meta line 7 in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Premature end of data in tag head line 6 in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                  Warning: DOMDocument::load(): Premature end of data in tag html line 6 in http://www.amazon.in/gp/rss/bestsellers/1805560031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                    Bestsellers in Basic Phones



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                    Warning: DOMDocument::load(): attributes construct error in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 58 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Couldn't find end of Start Tag input line 58 in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 58 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Opening and ending tag mismatch: img line 68 and div in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 69 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Opening and ending tag mismatch: input line 78 and div in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 79 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Opening and ending tag mismatch: div line 60 and form in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 95 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Opening and ending tag mismatch: form line 57 and div in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 98 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 107 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 112 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Entity 'copy' not defined in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 116 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 119 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 123 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Opening and ending tag mismatch: div line 40 and body in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 134 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Opening and ending tag mismatch: div line 38 and html in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 134 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Premature end of data in tag body line 27 in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Premature end of data in tag meta line 11 in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Premature end of data in tag meta line 9 in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Premature end of data in tag meta line 8 in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Premature end of data in tag meta line 7 in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Premature end of data in tag head line 6 in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                    Warning: DOMDocument::load(): Premature end of data in tag html line 6 in http://www.amazon.in/gp/rss/bestsellers/1805559031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                      Bestsellers in Accessories



                      Warning: DOMDocument::load(): Opening and ending tag mismatch: link line 12 and head in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 26 in /home/ashver/webapps/ashver/functions.php on line 4

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                      Warning: DOMDocument::load(): attributes construct error in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 58 in /home/ashver/webapps/ashver/functions.php on line 4

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                      Warning: DOMDocument::load(): attributes construct error in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 58 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Couldn't find end of Start Tag input line 58 in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 58 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Opening and ending tag mismatch: img line 68 and div in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 69 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Opening and ending tag mismatch: input line 78 and div in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 79 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Opening and ending tag mismatch: div line 60 and form in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 95 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Opening and ending tag mismatch: form line 57 and div in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 98 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 107 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 112 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Entity 'copy' not defined in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 116 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 119 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): EntityRef: expecting ';' in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 123 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Opening and ending tag mismatch: div line 40 and body in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 134 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Opening and ending tag mismatch: div line 38 and html in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 134 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Premature end of data in tag body line 27 in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Premature end of data in tag meta line 11 in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Premature end of data in tag meta line 9 in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Premature end of data in tag meta line 8 in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Premature end of data in tag meta line 7 in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Premature end of data in tag head line 6 in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4

                      Warning: DOMDocument::load(): Premature end of data in tag html line 6 in http://www.amazon.in/gp/rss/bestsellers/1389402031, line: 135 in /home/ashver/webapps/ashver/functions.php on line 4