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Machine Learning

560 learners

Introduction to Calculus for Machine Learning

Calculus is essential for understanding optimization in machine learning. This course introduces you to the fundamental concepts of calculus such as functions, limits, derivatives, and integrals.

Numpy

Python

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5 lessons

28 practices

3 hours

Mathematics and Statistics

Course details

Understanding Functions

Preview

Evaluate Exponential Function

Define and Evaluate a Linear Function

Define and Plot a Cubic Function

Define and Plot a Sine Function

Modify Quadratic Function to Vertex at Origin

Modeling Temperature Change Over a Day

Plotting Maintenance Cost of a Garden

Plotting a Complex Mathematical Function

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Next Course: Advanced Calculus for Machine Learning

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