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What is the result of the following Python line?

print(bool([]))

A) True
B) False
C) []
D) None

#Python #Beginner #CodingQuiz #BooleanLogic #LearnPython

Question 1 (Beginner):
What is the output of the following Python code?

print("5" * 3)

A) 15
B) 555
C) 5 5 5
D) Error

#Python #Beginner #StringOperations #CodingQuiz #LearnPython

Question 2 (Intermediate):
What is a common use case for the PCA (Principal Component Analysis) algorithm in machine learning?

A) Hyperparameter tuning
B) Data visualization and dimensionality reduction
C) Gradient descent optimization
D) Model ensembling

#MachineLearning #PCA #DimensionalityReduction #MLQuiz #DataScience

Question 3 (Advanced):
In reinforcement learning, what does the term “policy” refer to?

A) The sequence of rewards the agent receives
B) The model’s loss function
C) The strategy used by the agent to decide actions
D) The environment's set of rules

#ReinforcementLearning #AI #DeepRL #PolicyLearning #ML

Question 4 (Beginner):
Which of the following is not a valid Python data type?

A) tuple
B) map
C) set
D) float

#Python #DataTypes #Beginner #ProgrammingQuiz #LearnPython

Question 5 (Intermediate):
In a neural network, what does the ReLU activation function return?

A) 1 / (1 + e^-x)
B) max(0, x)
C) x^2
D) e^x / (e^x + 1)

#NeuralNetworks #DeepLearning #ActivationFunctions #ReLU #AI

Question 6 (Advanced):
Which of the following attention mechanisms is used in transformers?

A) Hard Attention
B) Additive Attention
C) Self-Attention
D) Bahdanau Attention

#Transformers #NLP #DeepLearning #AttentionMechanism #AI

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Question 1 (Intermediate):
In Python, which of these is the correct way to create a virtual environment?

A) python create venv
B) python -m venv myenv
C) pip install virtualenv
D) conda make env

#Python #Development #VirtualEnv #Coding

Question 2 (Advanced):
In machine learning with Python, what does the random_state parameter do in scikit-learn's train_test_split() function?

A) Controls the shuffling applied to the data before splitting
B) Sets the percentage of data to use for testing
C) Determines the number of CPU cores to use
D) Specifies the type of ML algorithm to apply

#Python #MachineLearning #ScikitLearn #DataScience

Question 3 (Expert):
In Python's asyncio, what is the purpose of the gather() function?

A) To collect garbage from memory
B) To run multiple awaitables concurrently and wait for all to finish
C) To gather system resources for a task
D) To aggregate results from multiple threads

#Python #AsyncIO #Concurrency #AdvancedProgramming

Question 4 (Intermediate):
When working with Pandas in Python, what does the inplace=True parameter do in DataFrame operations?

A) Creates a copy of the DataFrame before applying changes
B) Modifies the original DataFrame directly
C) Saves the results to a CSV file automatically
D) Enables parallel processing for faster execution

#Python #Pandas #DataAnalysis #DataManipulation

Question 5 (Beginner):
What is the correct way to check if a key exists in a Python dictionary?

A) if key in dict.keys()
B) if dict.has_key(key)
C) if key.exists(dict)
D) if key in dict

#Python #Programming #DataStructures #Beginner