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- Python for Geeks. Build production-ready applications using advanced Python concepts and industry best practices
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Python for Geeks. Build production-ready applications using advanced Python concepts and industry best practices
Ebook
Python is a multipurpose language that can be used for multiple use cases. Python for Geeks will teach you how to advance in your career with the help of expert tips and tricks.
You'll start by exploring the different ways of using Python optimally, both from the design and implementation point of view. Next, you'll understand the life cycle of a large-scale Python project. As you advance, you'll focus on different ways of creating an elegant design by modularizing a Python project and learn best practices and design patterns for using Python. You'll also discover how to scale out Python beyond a single thread and how to implement multiprocessing and multithreading in Python. In addition to this, you'll understand how you can not only use Python to deploy on a single machine but also use clusters in private as well as in public cloud computing environments. You'll then explore data processing techniques, focus on reusable, scalable data pipelines, and learn how to use these advanced techniques for network automation, serverless functions, and machine learning. Finally, you'll focus on strategizing web development design using the techniques and best practices covered in the book.
By the end of this Python book, you'll be able to do some serious Python programming for large-scale complex projects.
You'll start by exploring the different ways of using Python optimally, both from the design and implementation point of view. Next, you'll understand the life cycle of a large-scale Python project. As you advance, you'll focus on different ways of creating an elegant design by modularizing a Python project and learn best practices and design patterns for using Python. You'll also discover how to scale out Python beyond a single thread and how to implement multiprocessing and multithreading in Python. In addition to this, you'll understand how you can not only use Python to deploy on a single machine but also use clusters in private as well as in public cloud computing environments. You'll then explore data processing techniques, focus on reusable, scalable data pipelines, and learn how to use these advanced techniques for network automation, serverless functions, and machine learning. Finally, you'll focus on strategizing web development design using the techniques and best practices covered in the book.
By the end of this Python book, you'll be able to do some serious Python programming for large-scale complex projects.
- 1. Optimal Python Development Lifecycle
- 2. Using Modularization to Elegantly Design Complex Projects
- 3. Advanced Object Oriented Python Programming
- 4. Python Libraries for Advanced Programming
- 5. Testing and Automation with Python
- 6. Advanced Tips and Tricks in Python
- 7. Multiprocessing and Multithreading
- 8. Scaling Out Python to Clusters
- 9. Python Programming for the Cloud
- 10. Using Python for Web Development and REST API
- 11. Using Python for micro-services development
- 12. Building serverless functions using Python
- 13. Python and Machine Learning
- 14. Using python for network automation
- Title: Python for Geeks. Build production-ready applications using advanced Python concepts and industry best practices
- Author: Muhammad Asif
- Original title: Python for Geeks. Build production-ready applications using advanced Python concepts and industry best practices
- ISBN: 9781801073356, 9781801073356
- Date of issue: 2021-10-20
- Format: Ebook
- Item ID: e_2a70
- Publisher: Packt Publishing