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๐Ÿ“บ 12 comprehensive playlists to master
โฌ…๏ธ machine learning, deep learning, and GenAI!


๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป Each playlist is designed to be simple and understandable for beginners, and then gradually dive deeper into the topics.


๐Ÿ˜‰ Machine Learning Basics (39 videos)

๐Ÿ˜‰ Python for ML (9 videos)

๐Ÿ˜‰ Optimization for ML (5 videos)

๐Ÿ˜‰ Machine Learning with Practical Exercises (37 videos)

๐Ÿ˜‰ Building Decision Trees from Scratch (13 videos)

๐Ÿ˜‰ Building Neural Networks from Scratch (35 videos)

๐Ÿ˜‰ Graph Neural Networks (6 videos)

๐Ÿ˜‰ Computer Vision from Scratch (19 videos)

๐Ÿ˜‰ Building LLM from Scratch (43 videos)

๐Ÿ˜‰ Reasoning in LLMs from Scratch (22 videos)

๐Ÿ˜‰ Building DeepSeek from Scratch (29 videos)

๐Ÿ˜‰ Machine Learning in Production Environment (6 videos)



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1. What is the output of the following code?
x = [1, 2, 3]
y = x
y.append(4)
print(x)


2. Which of the following data types is immutable in Python?
A) List
B) Dictionary
C) Set
D) Tuple

3. Write a Python program to reverse a string without using built-in functions.

4. What will be printed by this code?
def func(a, b=[]):
b.append(a)
return b

print(func(1))
print(func(2))


5. Explain the difference between == and is operators in Python.

6. How do you handle exceptions in Python? Provide an example.

7. What is the output of:
print(2 ** 3 ** 2)


8. Which keyword is used to define a function in Python?
A) def
B) function
C) func
D) define

9. Write a program to find the factorial of a number using recursion.

10. What does the *args parameter do in a function?

11. What will be the output of:
list1 = [1, 2, 3]
list2 = list1.copy()
list2[0] = 10
print(list1)


12. Explain the concept of list comprehension with an example.

13. What is the purpose of the __init__ method in a Python class?

14. Write a program to check if a given string is a palindrome.

15. What is the output of:
a = [1, 2, 3]
b = a[:]
b[0] = 10
print(a)


16. Describe how Python manages memory (garbage collection).

17. What will be printed by:
x = "hello"
y = "world"
print(x + y)


18. Write a Python program to generate the first n Fibonacci numbers.

19. What is the difference between range() and xrange() in Python 2?

20. What is the use of the lambda function in Python? Give an example.

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By: @DataScienceQ ๐Ÿš€
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๐Ÿ“Œ How To Learn AI (Roadmap)

๐Ÿ—‚ Category: ARTIFICIAL INTELLIGENCE

๐Ÿ•’ Date: 2024-08-05 | โฑ๏ธ Read time: 11 min read

A full breakdown of how you can learn AI this year effectively
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