Learn Autonomous Programming with Python
eBook - ePub

Learn Autonomous Programming with Python

Utilize Python's capabilities in artificial intelligence, machine learning, deep learning and robotic process automation (English Edition)

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Learn Autonomous Programming with Python

Utilize Python's capabilities in artificial intelligence, machine learning, deep learning and robotic process automation (English Edition)

About this book

Unleash the hidden potential of Python to emerge as a change maker of contemporary industry

Key Features
? Explore Python commands for RPA, workflows and hyperautomation.
? Concise chapters with lucid examples and elaborate codes that make learning interesting.
? Practical industry use case at the end of every chapter to highlight its real world application.

Description
The current industry (also called Industry 4.0) has witnessed an unprecedented expansion of technology in a short span of time, owing to an exponential increase in computational power coupled with internet technology. Consequently, domains like artificial intelligence, machine learning, deep learning and robotic process automation have gained prominence and become the backbone of organizations, making it inevitable for professionals to upgrade their skills in these domains.Orchestrate your work with AI and ML. Learn RPA's power, conduct web symphonies, utilize spreadsheets, and automate emails. You can also extract data from PDFs and images, choreograph applications, and play with deep learning. Design workflows, create hyperautomation finales, and combine Python with UiPath. You can further build a solid stage for your projects with PyScript, and continue with test automation.This book equips you to revolutionize your work, one Python script at a time. This book can be used as ready to reference as well as a user manual for quick solutions to common organizational needs and even for brushing up on key technical domain concepts.

What you will learn
? You will have a clear understanding of Python and create concise, flexible and maintainable applications for current industry needs.
? You will explore web scraping techniques using powerful libraries to extract valuable data from the web.
? You will have a high level overview of fundamentals in ML, deep learning, RPA, and hyperautomation.
? You will learn to write compact and maintainable code in Python catering to typical applications in contemporary industries.
? You will also learn how to apply your learnings to real world industry scenarios using the practical Python use cases presented at the end of each chapter.

Who this book is for
This book is specifically meant for students and professionals who have prior working knowledge of Python from a basic to intermediate level and would want to expand their horizon of Python programming.

Table of Contents
1. Why Python for Automation?
2. RPA Foundations
3. Getting Started with AI/ML in Python
4. Automating Web Scraping
5. Automating Excel and Spreadsheets
6. Automating Emails and Messaging
7. Working with PDFs and Images
8. Mechanizing Applications, Folders and Actions
9. Intelligent Automation Part 1: Using Machine Learning
10. Intelligent Automation Part 2: Using Deep Learning
11. Automating Business Process Workflows
12. Hyperautomation
13. Python and UiPath
14. Architecting Automation Projects
15. The PyScript Framework
16. Test Automation in Python

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Yes, you can access Learn Autonomous Programming with Python by Varun P Divadkar in PDF and/or ePUB format, as well as other popular books in Computer Science & Programming in Python. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Title Page
  3. Copyright Page
  4. Dedication
  5. About the Author
  6. About the Reviewer
  7. Acknowledgement
  8. Preface
  9. Table of Contents
  10. 1. Why Python for Automation?
  11. 2. RPA Foundations
  12. 3. Getting Started with AI/ML in Python
  13. 4. Automating Web Scraping
  14. 5. Automating Excel and Spreadsheets
  15. 6. Automating Emails and Messaging
  16. 7. Working with PDFs and Images
  17. 8. Mechanizing Applications, Folders and Actions
  18. 9. Intelligent Automation Part 1: Using Machine Learning
  19. 10. Intelligent Automation Part 2: Using Deep Learning
  20. 11. Automating Business Process Workflows
  21. 12. Hyperautomation
  22. 13. Python and UiPath
  23. 14. Architecting Automation Projects
  24. 15. The PyScript Framework
  25. 16. Test Automation in Python
  26. Index