Advanced Guide to Python 3 Programming 1st Edition by John Hunt ISBN 3030259420 978-3030259426

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Product details:

ISBN 10: 3030259420 

ISBN 13: 978-3030259426

Author: John Hunt

Advanced Guide to Python 3 Programming delves deeply into a host of subjects that you need to understand if you are to develop sophisticated real-world programs. Each topic is preceded by an introduction followed by more advanced topics, along with numerous examples, that take you to an advanced level.

There are nine different sections within the book covering Computer Graphics
(including GUIs), Games, Testing, File Input and Output, Databases Access, Logging, Concurrency and Parallelism, Reactive programming, and Networking. Each section is self-contained and can either be read on its own or as part of the book as a whole.

This book is aimed at the those who have learnt the basics of the Python 3 language but want to delve deeper into Python’s eco system of additional libraries and modules, to explore concurrency and parallelism, to create impressive looking graphical interfaces, to work with databases and files and to provide professional logging facilities

Table of contents: 

1. Introduction

2. Python Type Hints

3. Class Slots

4. Weak References

5. Data Classes

6. Structural Pattern Matching

7. Working with pprint

8. Shallow v Deep Copy

9. The init Versus new and __call

10. Python Metaclasses and Meta Programming

11. Introduction to Computer Graphics

12. Python Turtle Graphics

13. Computer Generated Art

14. Introduction to Matplotlib

15. Graphing with Matplotlib Pyplot

16. Graphical User Interfaces

17. Tkinter GUI Library

18. Events in Tkinter User Interfaces

19. PyDraw Tkinter Example Application

20. Introduction to Games Programming

21. Building Games with Pygame

22. StarshipMeteors Pygame

23. Introduction to Testing

24. PyTest Testing Framework

25. Mocking for Testing

26. Introduction to Files, Paths and IO

27. Reading and Writing Files

28. Stream IO

29. Working with CSV Files

30. Working with Excel Files

31. Regular Expressions in Python

32. Introduction to Databases

33. Python DB-API

34. PyMySQL Module

35. Introduction to Logging

36. Logging in Python

37. Advanced Logging

38. Introduction to Concurrency and Parallelism

39. Threading

40. MultiProcessing

41. Inter Thread/Process Synchronisation

42. Futures

43. Concurrency with AsyncIO

44. Performance Monitoring and Profiling

45. Reactive Programming Introduction

46. RxPy Observables, Observers and Subjects

47. RxPy Operators

48. Introduction to Sockets and Web Services

49. Sockets in Python

50. Web Services in Python

51. Flask Web Services

52. Flask Bookshop Web Service

53. Introduction to Data Science

54. Pandas and Data Analytics

55. Alternatives to Pandas

56. Machine Learning in Python

57. Pip and Conda Virtual Environments

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