AI-Accelerated Product Development
Total time needed:
Understand and practice the concept and properties of Matrix Multiplication
Potential Use Cases
Mathematical foundations for Deep Learning
Who is This For ?
Deep Learning practitioners new to Mathematical foundations
Click on each of the following
to see details.
1. Deep Learning - Chapter 2: Linear Algebra
It explains the basic rules of matrix multiplication in a short and clear way.
What are Scalars, Vectors, Matrices and Tensors?
How to multiply Matrices and Vectors?
How to multiply two Matrices?
2. Introduction to Vectors and Scalars
It explains the differences between vectors and scalars
What is the difference between vectors and scalars?
3. Multiplying matrices by scalars
This resource presents a video, explanation and exercises to understand better the concept
How can I multiply a matrix by a scalar?
4. Multiplying matrices by matrices
This resource explains the concept of Matrix by Matrix multiplication and provides practice exercises.
How to find the product of two matrices?