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

Less than 4 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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Introduction to Calculus for Machine Learning

Course details

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community

Introduction to Calculus for Machine Learning

Course details

Unit 18 practices56 min

Unit 24 practices32 min

Unit 36 practices44 min

Unit 45 practices38 min

Unit 55 practices38 min

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community