machinelearningAIDeep_resume.pdf
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Cheat Sheets for AI Neural Networks, Machine Learning, DeepLearning & Big Data
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Forwarded from Data Science Machine Learning Data Analysis Books
Machine Learning with Python (2023)
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This book is available now only in paid channel
Cost of Paid channel is 5$ for one time and forever
Paid channel contain important book and udemy and other courses as zip files
Welcome all
Contact @Hussein_sheikho
Training and Validation Data in PyTorch
In this tutorial, you will learn about training and validation data in PyTorch. We will also demonstrate the importance of training and validation data for machine learning models in general, with a focus on neural networks.
https://machinelearningmastery.com/training-and-validation-data-in-pytorch/
https://t.me/CodeProgrammer
In this tutorial, you will learn about training and validation data in PyTorch. We will also demonstrate the importance of training and validation data for machine learning models in general, with a focus on neural networks.
https://machinelearningmastery.com/training-and-validation-data-in-pytorch/
https://t.me/CodeProgrammer
🖥 How to automate the deletion of unnecessary files using Python
Automate the removal of unnecessary files using Python.
1. Remove duplicate files
2. Deleting temporary files
3. Organize and delete files in the Downloads folder
4. Remove old/unused apps
https://t.me/CodeProgrammer
Automate the removal of unnecessary files using Python.
1. Remove duplicate files
2. Deleting temporary files
3. Organize and delete files in the Downloads folder
4. Remove old/unused apps
https://t.me/CodeProgrammer
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
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
200 Udacity FREE Courses on Machine Learning and Data Science!
https://www.mltut.com/udacity-free-courses-on-machine-learning/
https://t.me/CodeProgrammer
https://www.mltut.com/udacity-free-courses-on-machine-learning/
https://t.me/CodeProgrammer
10 Best Advanced Machine Learning Courses!
https://www.mltut.com/best-advanced-machine-learning-courses/
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https://www.mltut.com/best-advanced-machine-learning-courses/
https://t.me/CodeProgrammer
🎤🔤 Embrace the Power of Speech-to-Text in Python!
https://t.me/CodeProgrammer
pip install SpeechRecognitionimport speech_recognition as sr
recognizer = sr.Recognizer()with sr.Microphone() as source:
print("Say something...")
recognizer.adjust_for_ambient_noise(source) # Optional: Adjust for background noise
audio = recognizer.listen(source)audio_file = "path/to/your/audio_file.wav" # Replace with the path to your audio file
with sr.AudioFile(audio_file) as source:
audio = recognizer.listen(source)try:
print("Converting speech to text...")
text = recognizer.recognize_google(audio)
print("You said:", text)
except sr.UnknownValueError:
print("Google Speech Recognition could not understand the audio.")
except sr.RequestError as e:
print("Could not request results from Google Speech Recognition service; {0}".format(e))https://t.me/CodeProgrammer
Working with Django Forms
https://dev.to/ericnanhu/working-with-django-forms-gmn
https://t.me/CodeProgrammer
https://dev.to/ericnanhu/working-with-django-forms-gmn
https://t.me/CodeProgrammer
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Since the beginning of autumn the cryptocurrency has grown up in 3-4 times and it’s just a beginning. Don’t miss the opportunities!
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11 Best Data Analyst Online Certification!
https://www.mltut.com/data-analyst-online-certification-to-become-a-successful-data-analyst/
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https://www.mltut.com/data-analyst-online-certification-to-become-a-successful-data-analyst/
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🖥 8 delightful Python scripts that will brighten your day
8 cool python scripts to brighten up your day .
These little gems will add some fun to your programming projects.
1. Speed test
2. Convert photo to cartoon format
3. Site status output
4. Image enhancement
5. Creating a web bot
6. Conversion: Hex to RGB
7. Convert PDF to images
8. Get song lyrics
https://t.me/CodeProgrammer
8 cool python scripts to brighten up your day .
These little gems will add some fun to your programming projects.
1. Speed test
2. Convert photo to cartoon format
3. Site status output
4. Image enhancement
5. Creating a web bot
6. Conversion: Hex to RGB
7. Convert PDF to images
8. Get song lyrics
https://t.me/CodeProgrammer