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Machine Learning with Python

Machine Learning with Python

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Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

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๐Ÿ“ˆ Analytical overview of Telegram channel Machine Learning with Python

Channel Machine Learning with Python (@codeprogrammer) in the English language segment is an active participant. Currently, the community unites 67 833 subscribers, ranking 2 428 in the Education category and 5 035 in the India region.

๐Ÿ“Š Audience metrics and dynamics

Since its creation on ะฝะตะฒั–ะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 67 833 subscribers.

According to the latest data from 15 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 82 over the last 30 days and by 13 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 4.40%. Within the first 24 hours after publication, content typically collects 1.74% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 2 983 views. Within the first day, a publication typically gains 1 177 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 5.
  • Thematic interests: Content is focused on key topics such as insidead, learning, degree, evaluation, algorithm.

๐Ÿ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
โ€œLearn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikhoโ€

Thanks to the high frequency of updates (latest data received on 16 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Education category.

67 833
Subscribers
+1324 hours
+187 days
+8230 days
Posts Archive
A channel for educational Python courses All courses here are free and available to everyone https://t.me/Python53

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๐ŸŽค๐Ÿ”ค Embrace the Power of Speech-to-Text in Python! pip install SpeechRecognition import speech_recognition as sr recognizer
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ุงุฎูŠุฑุงุงุงุงุง๐Ÿšจ ุจุนุฏ ุชุนุจ ูƒุจูŠูŠูŠูŠุฑ ูˆุตู„ู†ุง ู„ู„ู‚ู†ุงู‡ ุงู„ู„ูŠ ุงู„ูƒู„ ุจูŠุณุฑู‚ ู…ู†ู‡ุง ุงู„ุฏูˆุฑุงุช ุงู„ุชุฏุฑูŠุจูŠุฉ ุงู„ู…ุฌุงู†ูŠุฉ๐Ÿ’ผ ูˆุงู„ูƒุชุจ ุงู„ู…ู…ูŠุฒุฉ๐Ÿ“šูˆุญุชู‰ ู…ุดุงุฑูŠุน ุจุฑู…ุฌูŠุฉ  ุฌุงู‡ุฒุฉ ูˆูƒูˆุฑุณุงุช ุจู…ุฎุชู„ู ุงู„ู…ุฌุงู„ุงุช :๐ŸŽ“ ุจุฑู…ุฌุฉ ๐Ÿ–ฅุŒ ุฃู…ู† ุงู„ู…ุนู„ูˆู…ุงุช๐Ÿ–ฅุŒ ุชุณูˆูŠู‚ุŒ  ุชุนู„ู… ู‚ูŠุงุฏุฉ ุงู„ุญุงุณูˆุจ ๐Ÿ’ปุŒ ุงู„ู„ุบุฉ ุงู„ุฅู†ุฌู„ูŠุฒูŠุฉ ๐ŸŒุŒ ุชุตู…ูŠู… ูˆุชุทูˆูŠุฑ ู…ูˆุงู‚ุน ุงู„ูˆูŠุจ ๐Ÿ–ฅูˆุงู„ู…ูˆุจุงูŠู„ ๐Ÿ–ฅ๐ŸุŒ ุฐูƒุงุก ุงุตุทู†ุงุนูŠ๐Ÿ–ฅุŒ ูˆุงู„ูƒุซูŠุฑ ู…ุฌุงู†ุงู‹ ุฅุดุชุฑูƒ ุงู„ุขู† ุญุตุฑูŠุงู‹ โœ… โœ… ุงูุถู„  ู‚ู†ูˆุงุช  ุจุฑุงุจุท ูˆุงุญุฏ ูู‚ุท: https://t.me/addlist/u10-5Z9dpg80NmRk ุฑุงุจุท ุงู„ุงู†ุถู…ุงู… โฌ‡๏ธโฌ‡๏ธ https://t.me/lrn_tech https://t.me/lrn_tech https://t.me/lrn_tech ๐Ÿ†˜ุซูˆุงู†ูŠ ูˆู†ุญุฐู ๐Ÿ†˜ โฌ†๏ธุงู†ุถู…ูˆุง ุจุณุฑุนุฉ ูู‡ูŠ ู‡ุฏูŠุชูŠ ู„ูƒู… โฌ†๏ธ

ุงุฎูŠุฑุงุงุงุงุง๐Ÿšจ ุจุนุฏ ุชุนุจ ูƒุจูŠูŠูŠูŠุฑ ูˆุตู„ู†ุง ู„ู„ู‚ู†ุงู‡ ุงู„ู„ูŠ ุงู„ูƒู„ ุจูŠุณุฑู‚ ู…ู†ู‡ุง ุงู„ุฏูˆุฑุงุช ุงู„ุชุฏุฑูŠุจูŠุฉ ุงู„ู…ุฌุงู†ูŠุฉ๐Ÿ’ผ ูˆุงู„ูƒุชุจ ุงู„ู…ู…ูŠุฒุฉ๐Ÿ“šูˆุญุชู‰ ู…ุดุงุฑูŠุน ุจุฑู…ุฌูŠุฉ  ุฌุงู‡ุฒุฉ ูˆูƒูˆุฑุณุงุช ุจู…ุฎุชู„ู ุงู„ู…ุฌุงู„ุงุช :๐ŸŽ“ ุจุฑู…ุฌุฉ ๐Ÿ–ฅุŒ ุฃู…ู† ุงู„ู…ุนู„ูˆู…ุงุช๐Ÿ–ฅุŒ ุชุณูˆูŠู‚ุŒ  ุชุนู„ู… ู‚ูŠุงุฏุฉ ุงู„ุญุงุณูˆุจ ๐Ÿ’ปุŒ ุงู„ู„ุบุฉ ุงู„ุฅู†ุฌู„ูŠุฒูŠุฉ ๐ŸŒุŒ ุชุตู…ูŠู… ูˆุชุทูˆูŠุฑ ู…ูˆุงู‚ุน ุงู„ูˆูŠุจ ๐Ÿ–ฅูˆุงู„ู…ูˆุจุงูŠู„ ๐Ÿ–ฅ๐ŸุŒ ุฐูƒุงุก ุงุตุทู†ุงุนูŠ๐Ÿ–ฅุŒ ูˆุงู„ูƒุซูŠุฑ ู…ุฌุงู†ุงู‹ ุฅุดุชุฑูƒ ุงู„ุขู† ุญุตุฑูŠุงู‹ โœ… ุฑุงุจุท ุงู„ุงู†ุถู…ุงู… โฌ‡๏ธโฌ‡๏ธ https://t.me/lrn_tech https://t.me/lrn_tech https://t.me/lrn_tech ๐Ÿ†˜ุซูˆุงู†ูŠ ูˆู†ุญุฐู ๐Ÿ†˜ โฌ†๏ธุงู†ุถู…ูˆุง ุจุณุฑุนุฉ ูู‡ูŠ ู‡ุฏูŠุชูŠ ู„ูƒู… โฌ†๏ธ

โœ…ูƒู„ ุงู„ู„ูŠ ูุงุชุญูŠู† ุงู„ุชูŠู„ูŠุบุฑุงู… ู‡ู„ุฃ ู…ุญุธูˆุธูŠู† โœ…ู‚ู†ุงุฉ ู„ุชุนู„ู… ุงู„ุจุฑู…ุฌุฉ ูˆุงู„ู‡ูƒุฑ ู…ุฌุงู†ุง ุฏู‚ุงุฆู‚ ูˆ ู†ุญุฐู ุงู„ุฑุงุจุท โณ ๐Ÿ†˜ุงู†ุถู…ูˆุง ุจุณุฑุนุฉ ูู‡ูŠ ูุฑุตุฉ ู„ู„ุงุดุชุฑุงูƒ๐Ÿ” ๐Ÿ’š https://t.me/X1X_tech ๐Ÿ’š https://t.me/X1X_tech/1832

Important Django Interview Questions 1. What is the command to install Django and to know about its version? 2. What is the command to create a project and app in Django? 3. What is the command to run a project in Django? 4. What is the command for migrations in Django? 5. What is the Command To Create a Superuser in Django? 6. What is the Django command to view a database schema of an existing (or legacy) database? 7. How to view all items in the Model using Django QuerySet? 8. How to filter items in the Model using Django QuerySet? 9. How to get a particular item in the Model using Django QuerySet? 10. How to delete/insert/update an object using QuerySet in Django? 11. How can you combine multiple QuerySets in a View? 12. Explain Django Architecture? Explain Model, Template, and Views. 13. Explain how a request is processed in Django? 14. What is the difference between a project and an app in Django? 15. Which is the default database in the settings file in Django? 16. Why is Django called a loosely coupled framework? 17. Which is the default port for the Django development server? 18. Explain the Migration in Django. 19. What is Django ORM? 20. Explain how you can set up the Database in Django? 21. What do you mean by the CSRF Token? 22. What is a QuerySet in Django? 23. Difference between select_related and prefetch_related in Django? 24. Difference between Emp.object.filter(), Emp.object.get() and Emp.objects.all() in Django Queryset? 25. Which Companies Use Django? 26. How Static Files are defined in Django? Explain its COnfiguration and uses. 27. What is the difference between Flask, Pyramid, and Django? 28. Give a brief about the Django admin. 29. What databases are supported by Django? 30. What are the advantages/disadvantages of using Django? 31. What is the Django shortcut method to more easily render an HTML response? 32. What is the difference between Authentication and Authorization in Django? 33. What is django.shortcuts.render function? 34. Explain Q objects in Django ORM? 35. What is the significance of the [manage.py] file in Django? 36. What is the use of the include function in the [urls.py] file in Django? 37. What does {% include %} do in Django? 38. What is Django Rest Framework(DRF)? 39. What is a Middleware in Django? 40. What is a session in Django? 41. What are Django Signals? 42. What is the context in Django? 43. What are Django exceptions? 44. What happens if MyObject.objects.get() is called with parameters that do not match an existing item in the database? 45. How to make a variable available to all the templates? 46. Why does Django use regular expressions to define URLs? Is it necessary to use them? 47. Difference between Django OneToOneField and ForeignKey Field? 48. Briefly explain Django Field Class and its types 49. Explain how you can use file-based sessions? 50. What is Jinja templating? 51. What is serialization in Django? 52. What are generic views? 53. What is mixin? 54. Explain the caching strategies in Django? 55. How to get user agent in django 56. What is manager in django model. 57. Why django queries are lazy. https://t.me/CodeProgrammer

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