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Beginner
Artificial Intelligence & Machine Learning
en
Calculus Essentials
Udacity
Platform
· California, USA
About this course
This beginner-level course covers foundational topics in calculus—plotting, derivatives, the chain rule, limits, integrals, and implicit differentiation—and shows how these concepts are used to understand and visualize neural network training with gradient descent and backpropagation.
Prerequisite Skills
Skills you should have before taking this course
English communication
Skills Gained
Skills you will develop by completing this course
Gradient Descent
Derivatives
Neural network training
Limits of functions
Backpropagation
Integrals
Implicit differentiation
Chain rule