College Calculus – Full Course with Python Code

Published: 29 April 2025
on channel: freeCodeCamp.org

111,840

4.2k

Learn college Calculus from an experienced university mathematics professor. You will also learn how to implement all the Calculus concepts using the Python programming language.

✏️ Ed Pratowski developed this course for freeCodeCamp.org.

⭐️ Code Links ⭐️
1 - Limits and Slope
https://colab.research.google.com/dri...

2 - Derivatives
https://colab.research.google.com/dri...

3 - Graphing Derivatives
https://colab.research.google.com/dri...

4 - Related Rates
https://colab.research.google.com/dri...

5 - Integrals
https://colab.research.google.com/dri...

❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp

⭐️ Contents ⭐️
⌨️ (0:00:00) Intro: Calculus with Python
⌨️ (0:01:51) Limits: Hole in the Graph
⌨️ (0:06:51) Limits: Asymptotes
⌨️ (0:14:08) Limits: Graphing
⌨️ (0:32:36) Limits and Slope
⌨️ (0:44:41) Slope and the Derivative
⌨️ (0:54:46) Derivatives and Calculus
⌨️ (1:04:53) Chain Rule
⌨️ (1:12:27) Product Rule
⌨️ (1:29:42) Implicit Differentiation
⌨️ (1:45:07) Multiple Derivative Steps
⌨️ (1:57:43) Derivative Example
⌨️ (2:06:10) Financial Applications
⌨️ (2:23:06) Projectile Motion
⌨️ (2:31:52) Derivatives and Differentials
⌨️ (2:36:53) Tangent Lines
⌨️ (2:43:03) Parametric Equations
⌨️ (2:54:20) Related Rates: Ladder Sliding
⌨️ (3:12:01) Related Rates: Balloon Volume
⌨️ (3:23:13) Mean Value Theorem
⌨️ (3:29:03) Rolles Theorem
⌨️ (3:33:19) Riemann Sums: Area Under a Curve
⌨️ (3:46:06) Summation and the Integral
⌨️ (3:55:14) Fundamental Theorem of Calculus
⌨️ (4:02:08) Area Above and Below the Axis
⌨️ (4:10:19) Area Between Curves
⌨️ (4:19:05) Volume Revolved Around X
⌨️ (4:33:56) Volume of a Hollow Shape
⌨️ (4:42:57) Volume Revolved Around Y
⌨️ (4:52:54) Center of Mass
⌨️ (5:13:35) The Normal Curve
⌨️ (6:03:04) Sympy Graphing
⌨️ (6:20:07) Arc Length
⌨️ (6:30:43) Surface Area
⌨️ (6:40:32) Integral Formulas

🎉 Thanks to our Champion and Sponsor supporters:
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