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Python Automation Cookbook: 75 Python automation ideas for web scraping, data wrangling, and processing Excel, reports, emails, and more
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Python Automation Cookbook offers 75 automation ideas for data wrangling, web scraping, and report generation using Python 3.8+.
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- Get a firm grip on the core processes including browser automation, web scraping, Word, Excel, and GUI automation with Python 3.8 and higherKey FeaturesAutomate integral business processes such as report generation, email marketing, and lead generationExplore automated code testing and Python’s growth in data science and AI automation in three new chaptersUnderstand techniques to extract information and generate appealing graphs, and reports with MatplotlibBook DescriptionIn this updated and extended version of Python Automation Cookbook, each chapter now comprises the newest recipes and is revised to align with Python 3.8 and higher. The book includes three new chapters that focus on using Python for test automation, machine learning projects, and for working with messy data.This edition will enable you to develop a sharp understanding of the fundamentals required to automate business processes through real-world tasks, such as developing your first web scraping application, analyzing information to generate spreadsheet reports with graphs, and communicating with automatically generated emails.Once you grasp the basics, you will acquire the practical knowledge to create stunning graphs and charts using Matplotlib, generate rich graphics with relevant information, automate marketing campaigns, build machine learning projects, and execute debugging techniques.By the end of this book, you will be proficient in identifying monotonous tasks and resolving process inefficiencies to produce superior and reliable systems.What you will learnLearn data wrangling with Python and Pandas for your data science and AI projectsAutomate tasks such as text classification, email filtering, and web scraping with PythonUse Matplotlib to generate a variety of stunning graphs, charts, and mapsAutomate a range of report generation tasks, from sending SMS and email campaigns to creating templates, adding images in Word, and even encrypting PDFsMaster web scraping and web crawling of popular file formats and directories with tools like Beautiful SoupBuild cool projects such as a Telegram bot for your marketing campaign, a reader from a news RSS feed, and a machine learning model to classify emails to the correct department based on their contentCreate fire-and-forget automation tasks by writing cron jobs, log files, and regexes with Python scriptingWho this book is forPython Automation Cookbook - Second Edition is for developers, data enthusiasts or anyone who wants to automate monotonous manual tasks related to business processes such as finance, sales, and HR, among others. Working knowledge of Python is all you need to get started with this book.Table of ContentsLet's Begin Our Automation JourneyAutomating Tasks Made EasyBuilding Your First Web Scraping ApplicationSearching and Reading Local FilesGenerating Fantastic ReportsFun with SpreadsheetsCleaning and Processing DataDeveloping Stunning GraphsDealing with Communication ChannelsWhy Not Automate Your Marketing Campaign?Machine Learning for AutomationAutomatic Testing RoutinesDebugging Techniques
| Publisher | Packt Publishing |
| Publication date | May 29, 2020 |
| Edition | 2nd ed. |
| Language | English |
| Print length | 526 pages |
| ISBN-10 | 1800207085 |
| ISBN-13 | 978-1800207080 |
| Item Weight | 1.97 pounds (890 grams) |
| Dimensions | 7.5 x 1.19 x 9.25 inches (19.1 x 3 x 23.5 cm) |
Who Should Buy?
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Data Analysts
Ideal for analysts looking to automate data extraction, cleaning, and reporting tasks efficiently using Python.
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Web Scrapers
Perfect for developers interested in scraping web data, with practical examples to ease the learning curve.
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Excel Users
Beneficial for Excel users seeking to extend their automation skills with Python for better data manipulation.
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Beginners
Not ideal for complete beginners with no coding experience, as some programming knowledge is required.
Product Description
Product Buying Guide
Python Automation Cookbook - Second Edition is an invaluable resource designed to help developers, data enthusiasts, and individuals looking to automate manual tasks related to business processes. With a focus on Python 3.8 and higher, this book provides 75 Python automation ideas for web scraping, data wrangling, processing Excel, reports, emails, and more. Whether you are interested in automating tasks such as report generation, email marketing, or lead generation, this book equips you with the knowledge and practical skills required to enhance your automation capabilities.
Product Specifications
- Python Automation Cookbook: 75 Python automation ideas for web scraping, data wrangling, and processing Excel, reports, emails, and more, 2nd Edition 2nd ed. Edition
- 2nd ed.
- English
- 498
- Jaime Buelta
- Packt Publishing
Key Features
- Report generation, email marketing, and lead generation
- New chapters focusing on test automation, machine learning projects, and working with messy data
- Develop a sharp understanding of fundamentals, automate marketing campaigns, build machine learning projects, and execute debugging techniques
Usage Scenarios
- Ideal for data science and AI projects
- Useful for automating various tasks and processes
- Beneficial for business processes related to finance, sales, and HR
Usage Scenarios
- Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners by Al Sweigart
- Python for Data Analysis, 2nd Edition by Wes McKinney
Some User Review
- The Python Automation Cookbook is a comprehensive guide that has significantly improved my automation skills. The step-by-step recipes and real-world examples make it easy to understand and implement.
- As someone with a working knowledge of Python, I found this book incredibly valuable. The practical knowledge and focus on automation in real-world tasks have been beneficial for my projects.
Competitors
- Moderate
- Competitive pricing compared to similar books in the category
Buying Considerations
- This book is suitable for individuals with a working knowledge of Python
- Ideal for professionals looking to enhance their automation capabilities for business processes
- The book focuses on Python 3.8 and higher, so ensure compatibility with your Python version
Conclusion
Python Automation Cookbook - Second Edition is an indispensable resource for individuals seeking to expand their Python automation skills for real-world business process automation. With a focus on Python 3.8 and higher, this book offers a comprehensive array of automation ideas and practical knowledge to streamline tasks related to web scraping, data processing, and more, making it an ideal investment for professionals and enthusiasts alike.
View LessPython Automation Cookbook - Second Edition is an invaluable resource designed to help developers, data enthusiasts, and individuals looking to automate manual tasks related to business processes. With a focus on Python 3.8 and higher, this book provides 75 Python automation ideas for web scraping, data wrangling, processing Excel, reports, emails, and more. Whether you are interested in automating tasks such as report generation, email marketing, or lead generation, this book equips you with the knowledge and practical skills required to enhance your automation capabilities. Continue Reading
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Data Processing Editorial Review
The Python Automation Cookbook, 2nd Edition is a book that serves as a starting point for those trying to automate their tasks using Python. Some reviewers found it to be very basic and only useful for beginners. However, it also has some useful ideas for everyday tasks that can be automated. The absence of steps for Windows systems and the lack of a table of contents is a downside for some readers, and one reviewer found it too expensive for what it offers. While it may not be the most comprehensive reference on Python automation, it has something to offer for those wanting to explore automation ideas.
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Pros
- Good starting point for Python automation beginners.
- Contains useful ideas for automating everyday tasks.
Cons
- Lacks comprehensive information on Python automation.
Product Price History
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Features & Benefits
- Contains 75 recipes for automating business processes with Python 3.8 and higher
- Includes new chapters focused on automated code testing and machine learning
- Teaches you how to create stunning graphs, automate marketing campaigns, and build machine learning projects
- Ideal for developers, data enthusiasts, or anyone seeking to automate manual tasks
- Requires no prior knowledge beyond a working understanding of Python
- Improves efficiency and reliability of business systems
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