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
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does MLP stand for?
💡 Hint: Think about the layers in a neural network.
Question 2
Easy
Name one common activation function used in MLPs.
💡 Hint: It's usually applied in hidden layers.
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 role of an activation function in an MLP?
- To introduce non-linearity
- To calculate loss
- To optimize weights
💡 Hint: Think of it as a switch that decides whether a neuron 'fires'.
Question 2
True or False: The number of epochs determines how many times the training data is processed in MLP training.
- True
- False
💡 Hint: Consider the definition of an epoch.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Build a comprehensive MLP model from scratch using Keras for a tabular dataset. Document each stage from data preparation to evaluation.
💡 Hint: Consider if you'll need to adjust for unbalanced classes in the dataset.
Question 2
Compare and contrast the performance of two different activation functions in an MLP trained on a specific dataset.
💡 Hint: What differences do you expect in convergence rates between these functions?
Challenge and get performance evaluation