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Jaime Buelta - Python Automation Cookbook: Explore the world of automation using Python recipes that will enhance your skills

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Step-by-step instructions which take you through each program to automate monotonous tasks with Python 3.7Key Features Automate integral business processes such as report generation, email marketing, and lead generation Build your first web application that scrapes data and accesses websites APIs Create graphic-rich charts, graphs, and maps using MatplotlibBook DescriptionHave you been doing the same old monotonous office work over and over again? Or have you been trying to find an easy way to make your life better by automating some of your repetitive tasks? Through a tried and tested approach, understand how to automate all the boring stuff using Python.The Python Automation Cookbook helps you develop a clear understanding of how to automate your business processes using Python, including detecting opportunities by scraping the web, analyzing information to generate automatic spreadsheets reports with graphs, and communicating with automatically generated emails.Youll learn how to get notifications via text messages and run tasks while your mind is focused on other important activities, followed by understanding how to scan documents such as resumes. Once youve gotten familiar with the fundamentals, youll be introduced to the world of graphs, along with studying how to produce organized charts using Matplotlib. In addition to this, youll gain in-depth knowledge of how to generate rich graphics showing relevant information.By the end of this book, youll have refined your skills by attaining a sound understanding of how to identify and correct problems to produce superior and reliable systems.What you will learn Get to grips with scraping a website to detect changes Search and process raw sales files to aggregate information in spreadsheets Explore techniques to extract information from an Excel spreadsheet and generate exciting reports with graphs Discover the techniques required to generate random, print-friendly codes to be used as single-use coupons Automatically generate a marketing campaign, contacting the recipients over different channels Identify and implement precise solutionsWho this book is forThe Python Automation Cookbook is for you if you are a developer or anyone who wants to automate monotonous manual tasks related to fields such as finance, sales, and HR, among others.

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Python Automation Cookbook Explore the world of automation using Python - photo 1
Python Automation Cookbook
Explore the world of automation using Python recipes that will enhance your skills
Jaime Buelta

BIRMINGHAM - MUMBAI Python Automation Cookbook Copyright 2018 Packt - photo 2

BIRMINGHAM - MUMBAI
Python Automation Cookbook

Copyright 2018 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

Commissioning Editor: Aaron Lazar
Acquisition Editor: Shriram Shekhar
Content Development Editor: Manjusha Mantri
Technical Editor: Adhithya Haridas
Copy Editor: Safis Editing
Project Coordinator: Prajakta Naik
Proofreader: Safis Editing
Indexer: Mariammal Chettiyar
Graphics: Jisha Chirayil
Production Coordinator: Shantanu Zagade

First published: September 2018

Production reference: 1260918

Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham
B3 2PB, UK.

ISBN 978-1-78913-380-6

www.packtpub.com

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Contributors
About the author

Jaime Buelta has been a professional programmer and a full-time Python developer and has been exposed to a lot of different technologies over his career. He has developed software for a variety of fields and industries, including aerospace, networking and communications, industrial SCADA systems, video game online services, and finance services. As part of these companies, he worked closely with various areas, such as marketing, management, sales, and game design, helping the companies achieve to their goals. He is a strong proponent of automating everything and making computers do most of the heavy lifting so users can focus on the important stuff. He is currently living in Dublin, Ireland, and has been a regular speaker at PyCon Ireland.

This book could not have happened without the support and encouragement of my amazing wife, Dana. I also want to thank the team at Packt, especially Manjusha for her huge help in the process, and Shriram for encouraging me to write the book. Also, great thanks to Mario for reviewing the book and improving it. Finally, I'd like to thank the whole Python community. I can't overstate what a joy it is to work as a developer in the Python world.
About the reviewer

Mario Corchero is a senior software developer at Bloomberg. He leads the Python infrastructure team in London, enabling the company to work effectively in Python and building company-wide libraries and tools. His professional experience is mainly in C++ and Python, and he has contributed some patches to multiple Python open source projects. He is a PSF fellow, having received the Q3 2018 PSF Community Award, is vice president of Python Espaa (the Python Spain association), and has served as Chair of PyLondinium, PyConES17, and PyCon Charlas at PyCon 2018. Mario is passionate about the Python community, open source, and inner source.

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Preface

We are all probably spending time doing small manual tasks that don't add much value. It may be scanning through information sources in search of the small bits of relevant information, working with spreadsheets to generate the same graph over and over, or searching files one by one until find the data we're looking for. Someprobably mostof those tasks are, in fact, automatable. There's an investment upfront, but for the tasks that get repeated over and over, we can use computers to do these kinds of menial tasks and focus our own efforts instead on what humans are good forhigh-level analysis and decision making based on the result. This book will explain how to use the Python language to automatize common business tasks that can be greatly sped up if a computer is doing them.

Given the expressiveness and ease of use of Python, it's surprisingly simple to start making small programs to perform these actions and combine them into more integrated systems. Throughout the book, we will show small, easy-to-follow recipes that can be adapted to your specific needs, and we will combine them to perform more complex actions. We will perform common actions, such as detecting opportunities by scraping the web, analyzing information to generate automatic spreadsheet reports with graphs, communicating with automatically generated emails, getting notifications via text messages, and learning how to run tasks while your mind is focused on other more important stuff.

Though some Python knowledge is required, the book is written with non-programmers in mind, giving clear and instructive recipes that will further the reader's proficiency while being oriented to specific day-to-day goals.

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