Linear Algebra for Machine Learning and Data Science
What you’ll learn
- Represent data as vectors and matrices and identify their properties using concepts of singularity, rank, and linear independence
- Apply common vector and matrix algebra operations like dot product, inverse, and determinants
- Express certain types of matrix operations as linear transformation, and apply concepts of eigenvalues and eigenvectors to machine learning problems
![](https://www.getaicourses.org/wp-content/uploads/2024/06/XDPCOURSEmachine-learning-linear-algebra.jpeg)
Price
Free
Language
English
Duration
34 Hours
Certificate
No
Course Pace
Self Paced
Course Level
Advanced
Course Category
Machine Learning
Course Instructor
DeepLearning.AI