Calculus for Machine Learning

Learn the calculus necessary for intermediate machine learning techniques like linear regression.

This course will teach you the calculus necessary for linear regression, including rate of change and derivatives.By the end of this course, you'll be able to:

  • Understand the key ideas from calculus for understanding how mathematical functions behave.
  • Apply the calculus concepts learned to intermediate machine learning techniques.

Course Info:

Calculus for Machine Learning


The average completion time for this course is 10-hours.

This course requires a premium subscription and includes one free mission and two paid missions. This course is the 19th course in the Data Scientist in Python path.


Learn Calculus for Machine Learning

Understanding Linear And Nonlinear Functions

Learn the basics of slope to understand mathematical functions.

Understanding Limits

Learn how to calculate slope for nonlinear functions at specific points using limits.

Finding Extreme Points

Learn how to use a function derivative to find extreme points.