Flashcard on Programming and Machine Learning Concepts

Front

What is the primary purpose of an if statement in Python?

Back

To evaluate a condition and execute code based on its truth value

Front

In neural networks, what is the role of an activation function?

Back

To apply a non-linear transformation to the input

Front

What does "unsupervised learning" mean in machine learning?

Back

Learning from unlabeled data

Front

Which algorithm is commonly used for clustering in unsupervised learning? Options: Support Vector Machine (SVM), K-Means, Gradient Boosting, Linear Regression

Back

K-Means

Front

In Python, what does the else clause do in an if-else statement?

Back

Executes when the if condition is false

Front

What is the output of the following Python code?

Back

Greater

Front

What is the purpose of a learning rate in a machine learning model?

Back

To control the step size in weight updates during training

Front

What does AI stand for?

Back

Artificial Intelligence

Front

What is one advantage of unsupervised learning for solar panel optimization?

Back

It can identify patterns without needing labeled data

Front

In Python, what keyword is used to define a function?

Back

def