The Complete Python Handbook - Part 2

About this book

Part 1 taught you to write correct Python programs. Part 2 teaches you to write professional Python: code that is well designed, proven by tests, fast enough, packaged for others, secure and deployed for real users. You will build web applications and APIs, analyze data, train machine-learning models, automate real work, create command-line tools and finish with three complete portfolio projects. Finish Part 1 first, or be able to complete its mini projects without help. Every code example with a screenshot was run for real with Python 3.12.3. A few listings are marked as code only because they need an extra package, a network connection or an account, so you run those on your own computer. Chapters end with practice tasks and sample answers, and the security chapters teach defense: test only systems you own or have permission to test.

• 100 real output screenshots
• 3 complete portfolio projects
• 49+ libraries and tools
• A learning roadmap of about 4 months in 7 stages

Look inside

Real pages from the book. Tap a page to enlarge it.

Contents 14 chapters

1. Advanced OOP and Design Patterns
2. Type Hints and Static Analysis
3. Testing Professionally
4. Concurrency: Threads, Processes and asyncio
5. Performance and Profiling
6. Packaging, Publishing and CI/CD
7. Web Development: Flask in Depth and Django
8. REST APIs with FastAPI and SQLAlchemy
9. Data Science and Machine Learning
10. Automation, Scraping and Scheduling
11. Command-Line and Desktop Apps
12. Security and Cryptography
13. Docker, Deployment and Cloud
14. Capstone Projects and Career Path

Also included

• Advanced quick reference
• Libraries directory
• Practice exercises with answers
• Glossary

Details

Format

PDF (digital)

Level

Advanced

Pages

154

Chapters

14

Domain

Python Development

Also in Python Development: The Complete Python Handbook - Part 1 (₹149)