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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does the Sigmoid activation function output range?
💡 Hint: Think of a logistic curve.
Question 2
Easy
What is the formula for Tanh?
💡 Hint: It uses exponential functions.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the output range of the Sigmoid function?
- (-1
- 1)
- (0
- 1)
- All real numbers
💡 Hint: Think about binary outcomes.
Question 2
The Softmax function is typically used for what kind of tasks?
- Regression
- Binary Classification
- Multi-Class Classification
💡 Hint: Recall its function in the context of classifying multiple categories.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Given a set of logits [1.2, 0.9, 0.4], calculate the Softmax probabilities.
💡 Hint: Remember to normalize the exponentials.
Question 2
Explain how replacing ReLU with Leaky ReLU could be beneficial in a highly convoluted network.
💡 Hint: Think about neuron activation sustainability.
Challenge and get performance evaluation