1.4.1 - Linear Algebra
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 vector?
💡 Hint: Think about direction and magnitude.
What does a matrix do?
💡 Hint: Consider it a grid of numbers.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is a vector?
💡 Hint: Think of direction and magnitude.
True or False: Matrices can perform linear transformations on vectors.
💡 Hint: Remember how we discussed transformations.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Given a vector V = [2, 3] and a matrix M = [[1, 0], [0, 1]], apply the matrix to the vector and describe the transformation.
💡 Hint: What happens when the matrix is an identity matrix?
Consider a scenario where you are training a neural network. Explain how using matrices can enhance efficiency during training.
💡 Hint: Think about how many inputs can be processed in parallel.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.