2. The Basics Small Program
3. The Basics Data Types
4. 4. The Basics Operations with Data Types
5. The Basics Functions and Conditionals
6. The Basics Processing User Input
7. The Basics Loops
8. Putting the Pieces Together Building a Program
9. List Comprehensions
10. More on Functions
11. File Processing
12. Imported Modules
13. Application 1 Build an Interactive English Dictionary
14. Project Exercise with Python and MySQL Interactive English Dictionary
15. Data Analysis with Pandas
16. Numpy
17. Application 2 Create Webmaps with Python and Folium
18. Fixing Programming Errors
19. Application 3 Build a Website Blocker
20. Application 4 Build a Personal Website with Python and Flask
21. Graphical User Interfaces with Tkinter
22. Interacting with Databases
23. Application 5 Build a Desktop Database Application
24. Object Oriented Programming
25. Python for Image and Video Processing with OpenCV
26. Application 6 Build a Webcam Motion Detector
27. Interactive Data Visualization with Bokeh
28. Webscraping with Python Beautiful Soup
29. Application 7 Scrape Real Estate Property Data from the Web
30. Application 8 Build a Web-based Financial Graph
31. Application 9 Build a Data Collector Web App with PostGreSQL and Flask
32. Application 10 Project Exercise on Building a Geocoder Web Service
33. Legacy Exercises
Build custom applications
Analyze large data sets
Automate routine tasks
Create machine learning models
Develop web applications
Design games and media
Visualize and interpret data
Utilize powerful libraries
Implement advanced algorithms
Solve complex problems efficiently
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