We all know that no matter which language to learn, you have to make practical things in the end. For programming, this practical thing is of course a project. I don’t need to say more. Everyone knows the importance of learning a programming language to do projects.
So, the editor stayed up for a few nights, and finally sorted out 70 classic Python training projects that Tsinghua University leaders are using [with source code]. These examples are very simple and practical, very suitable for beginners to practice. You can also try to build your own solutions based on the purpose and tips of the project to improve your programming skills.
The 70 Python hands-on projects are as follows:
1. [Python picture to character painting]
2. [200 lines of Python code to achieve 2048]
3. [Python3 realizes the train ticket query tool]
4. [Gaode API+Python solves the problem of renting a house]
5. [Python3 pornographic image recognition]
6. , [Python crack verification code]
7, [Python implements a simple web server]
8, [pygame develops a plane game]
9, [Django builds a simple blog]
10, [Python extracts the relationship between characters in "Travel to Busan" based on co-occurrence]
11 , [Weather data collection based on scrapy crawler (python)]
12, [Flask develops light blog]
13, [Python3 image steganography]
14, [Python implements simple shell]
15, [Using Python to solve mathematical equations]
16, [ PyQt implements a simple browser]
17. [Neural network implements a handwritten character recognition system]
18. [Python implements a simple drawing board]
19. [Python implements a 3D modeling tool]
20. [NBA regular cold result prediction - using Python for game data Analysis]
21. [Neural Network Realizes Face Recognition Task]
22. [Python Text Parser]
23. [Python3 &; amp; OpenCV Video to Character Animation]
24. [Python3 Realizes Amoy Girl Photo Crawler]
25. [Python3 implements a simple FTP authentication server]
26. [Implement a fan drama recommendation system based on Flask and MySQL]
27. [Python implements a port scanner]
28. [Using Python3 to write a series of practical scripts]
29. [Python implements Conway Game of Life]
30. [Trump hits Hillary (OpenCV-based facial feature exchange)]
31. [Python 3 implements Markdown parser]
32. [Python weather data analysis--"Python data analysis in practice"]
33. [ Python implements key-value database]
34. [k-nearest neighbor algorithm implements handwritten digit recognition system]
35. [ebay online auction data analysis]
36. [Python implements automatic extraction of English news summaries]
37. [Python implements simple LAN video chat tool]
38. [Implementation of Wechat Entertainment Robot Based on Flask and Crawler]
39. [Implementation of Python Interpreter with Python]
40. [Python3 Implementation of DDos Based on Scapy]
41. [Implementation of Password Strength Detector in Python]
42. [Implementation of Deep Neural Network in Python]
43. [Python realizes reading data from excel and drawing it into beautiful images]
44. [First experience of man-machine battle: Python implements a four-bang game based on Pygame]
45. [Python3 implements a reverse shell that can control broilers]
46. [ Python builds a vulnerability scanner]
47. [Python applies Markov chain algorithm to realize random text generation]
48. [Python implementation and cracking of Sudoku game]
49. [Using Python to customize word cloud]
50. [Python development of simple calculator]
50. [Python development Simple calculator]
51. [Python implements FTP weak password scanner]
52. [Python implements Huffman encoding and decompressing files]
53. [Python implements brute force cracking of Zip files]
54. [Python3 smart cropping pictures]
55. [Python Realize website simulation login]
56. [Make an interface for Python3 crawlers. Actual combat on Meizitu.com]
57. [Python3 realizes image conversion to color characters]
58. [Python implementation of self-association device]
59. [Python realizes simple flow mirror]
60 , [Flask implements a simple chat room]
61, [PyQt5-based positioning of photo shooting locations in the map]
62, [Python implements template engine]
63, [Python implements genetic algorithm to solve n-queens problem]
64, [Python3 implements command line dynamics Progress bar]
65. [Python obtains registration information and email notification]
66. [Python implements remote automatic update deployment of java web projects]
67. [Using Python3 to write Github automatic weekly report generator]
68. [Using Python to generate fractal images]
69. [Python implements Redis asynchronous client]
70. [Python implements Chinese typo highlighting system]