Intermediate to Advanced Python Articles Repository

This repository contains code and resources for my series of articles that were published on blogs.embarcadero.com and pythongui.org. The focus of these articles is on implementing Python4Delphi in combination with powerful and popular Python libraries for various use cases.

Published articles

Implementing integration between Python4Delphi and popular Python libraries

1. Machine Learning: 5 Ways To Use ML in your Windows Apps

2. Natural Language Processing: 5 Ways To Use NLP In Your Windows Apps

3. Data Visualization: 5 Ways To Be An Enterprise-Grade Master!

4. 6 Ways To Rapidly Collect Massive Datasets in your App

5. Powerful Advanced Scientific Computing – it’s easy!

6. 5 Ways To Use Computer Vision In Your Windows Apps

7. 5 EASY Ways To Integrate Image Processing In Your Apps

8. Perform Ultra-Fast Time Series Analysis To Empower Your AppsPerform Ultra-Fast Time Series Analysis To Empower Your Apps

9. 5 Powerful Cryptography Libraries To Enhance Your App’s Security!

10. 6 Easy Ways to Connect to the Top Databases You Should Know

11. 7 Ways To Interact With Internet Protocols You Should Know

12. 6 Simple Ways to Generate Dummy Data for Your Windows Apps

13. Hands-On Bioinformatics With These 6 Powerful Python Libs

14. Build Powerful Windows GUI Apps Using Python And These 5 REST APIs

15. Learn To Build Python GUI For These Powerful REST Services

16. Learn To Build A GUI For These 10 Ultimate Python AI Libraries

Development of new Python4Delphi GUI prototypes

17. What Is The Best Web Scraping Library For Development On Windows?

18. How To Make Powerful Data Visualizations With Matplotlib

19. How To Make A State-Of-The-Art Deep Learning App With Fastai

20. 10 Unsupervised Machine Learning Algorithms: What Are They And How To Create Them

21. What Is The Best Graphs And Network Visualization Tool On Windows?

22. Build The Ultimate GUI For Pandas To Perform Complex Data Analysis

Embarcadero Python products comparisons

Product comparisons

23. 6 Best Python GUI Frameworks in December 2021

24. Top 5 Ways To Build A Python Desktop App in 2021

25. Top 6 Python IDEs in 2021

Python GUI builder comparisons

26. Comparison: Python For Delphi VCL vs PySimpleGUI

27. Python For Delphi VCL vs Tkinter

28. Python For Delphi VCL vs PyQT Comparison

29. Python For Delphi VCL vs PySide GUI Comparison Guide

30. Compare Python For Delphi VCL vs Dear PyGUI For Windows Apps

31. Tutorial: Python For Delphi VCL vs Pyforms GUI

32. Python GUI: Python For Delphi VCL vs wxPython

33. Powerful Python For Delphi VCL vs Python GUI Generator: PAGE

34. Python For Delphi VCL vs Python GUI Generator: wxGlade

Intermediate to advanced Python topics that performed well inside PyScripter IDE

Profiling Python code

35. The Super Short Guide To Built-In Python Profiling Tools

36. How To Add Python Profiling Tools Into Machine Learning Code

Testing Python code

37. The Comprehensive Guide To Built-In Python Testing Tools

Testing Machine Learning code

38. How To Add Python Testing Tools Into Machine Learning Code: Testing NumPy

39. How To Add Python Testing Tools Into Pandas Machine Learning Code

Data Visualization

40. What Is The Best Python Graph Tool? graph-tool vs NetworkX

Deep Learning

41. Unlock the Power of Python for Deep Learning with Convolutional Neural Networks

42. Unlock the Power of Python for Deep Learning with Recurrent Neural Networks

43. Unlock the Power of Python for Deep Learning with Long-Short-Term Memory Networks

44. Unlock the Power of Python for Deep Learning with Transformer Architecture – The Engine Behind ChatGPT

Repository structure

The repository is organized into folders, with each folder corresponding to a specific article. Within each folder, you will find the relevant code and resources associated with that article.

Sponsorship

This repository is proudly sponsored by Embarcadero Delphi and powered by Python4Delphi & DelphiVCL4Python library. We appreciate their support in making these articles and resources available to the community.