Professional Courses
Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.
Categories
Interactive Games
Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.
Typing
Memory
Math
English Adventures
Knowledge
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does ReLU stand for?
💡 Hint: Think about the shape of its graph.
Question 2
Easy
What range does the Sigmoid function output?
💡 Hint: Consider how it behaves at extreme inputs.
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 primary purpose of using activation functions in neural networks?
- To introduce linearity
- To introduce non-linearity
- To output probabilities
💡 Hint: Consider what happens if there are no activation functions.
Question 2
The output range of the Tanh function is:
- 0 to 1
- -1 to 1
- 0 to infinity
💡 Hint: Visualize their range on the graph.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a neural network architecture for a binary classification problem including how you would incorporate activation functions.
💡 Hint: Focus on the advantages of each activation function in context.
Question 2
Investigate a scenario using Tanh in a specific type of network architecture and justify its advantages over using ReLU.
💡 Hint: Reflect on handling sequential data and its requirements.
Challenge and get performance evaluation