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1 | 1 | # Python Machine Learning Blueprints  | 
2 | 2 | 
 
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3 |  | -This is the code repository for [Python Machine Learning Blueprints] (https://www.packtpub.com/big-data-and-business-intelligence/python-machine-learning-blueprints?utm_source=github&utm_medium=repository&utm_campaign=9781784394752), published by Packt. It contains all the supporting project files necessary to work through the book from start to finish.  | 
 | 3 | +This is the code repository for [Python Machine Learning Blueprints](https://www.packtpub.com/big-data-and-business-intelligence/python-machine-learning-blueprints?utm_source=github&utm_medium=repository&utm_campaign=9781784394752), published by Packt. It contains all the supporting project files necessary to work through the book from start to finish.  | 
4 | 4 | 
 
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5 |  | -## About the code bundle:  | 
 | 5 | +## Instructions and Navigation:  | 
6 | 6 | 
 
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7 |  | -The code bundle consists code for all of the chapters in the book.  | 
 | 7 | +All of the code is organized into folders. Each folder starts with a number followed by the application name. For example, `Chapter02`.  | 
8 | 8 | 
 
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9 |  | -To install the software for code testing, kindly refer to the software hardware list present in the code bundle.  | 
 | 9 | +To install the software for code testing, kindly refer to the Software and Hardware Requirement section. To run the code given in the code bundle, follow the steps/instructions given in the book.  | 
10 | 10 | 
 
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11 |  | -To run the code given in the code bundle, follow the steps/instructions given in the book.  | 
12 |  | - | 
13 |  | - | 
14 |  | -## Software and Hardware Requirement:  | 
 | 11 | +### Software and Hardware Requirement:  | 
15 | 12 | 
 
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16 | 13 | * Software:  | 
17 |  | -1) All(example)  Anaconda, Python 3.5 - Free - https://www.continuum.io/downloads  | 
18 |  | -2) Ch 3  PhantomJS - Free - http://phantomjs.org/download.html  | 
 | 14 | +1. All(example):  [Anaconda, Python 3.5-Free](https://www.continuum.io/downloads)  | 
 | 15 | +2. Chapter 3:  [PhantomJS-Free](http://phantomjs.org/download.html)  | 
19 | 16 | 
 
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20 | 17 | * Hardware:  | 
21 |  | -1) ~350MB of disk space.  | 
22 |  | -2) 16-23MB of disk space.  | 
 | 18 | +1. ~350MB of disk space.  | 
 | 19 | +2. 16-23MB of disk space.  | 
23 | 20 | 
 
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24 | 21 | * OS: Mac OS X, Windows, or Linux  | 
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