10.5.1 - Key Terms
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
What is a neuron in a neural network?
💡 Hint: Think about how a biological neuron functions.
Define 'weight' in the context of neural networks.
💡 Hint: Consider how different inputs may have different effects.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the function of a neuron in a neural network?
💡 Hint: Consider what work neurons do in the network.
True or False: Weight is the parameter that adjusts the output alongside the bias.
💡 Hint: Think about weights and biases and their roles.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Design a basic neural network architecture for an image recognition task. Describe how you would implement weights and biases in the model.
💡 Hint: Think about how processing and learning occur in neural networks.
Explain the role of activation functions in preventing issues like vanishing gradients in deep networks, comparing at least two different types.
💡 Hint: Consider how different functions react to increasing input values.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.