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Beginner
Artificial Intelligence & Machine Learning
en
Linear Algebra Essentials
Udacity
Platform
· California, USA
About this course
Learn the basics of the beautiful world of Linear Algebra and why it is such an important mathematical tool in the world of AI. This beginner-level course covers vectors, linear combinations, matrices, linear transformations, and their applications in neural networks, with hands-on labs using NumPy and matplotlib.
Prerequisite Skills
Skills you should have before taking this course
elementary algebra
Skills Gained
Skills you will develop by completing this course
NumPy
Matplotlib
Vector visualization
Systems of linear equations
Matrix multiplication
Linear transformations
Linear algebra for neural networks
2D vector graphing