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College Calculus – Full Course with Python Code
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Mathematics - College Calculus – Full Course with Python Code

Master Math with Python: College-Level Courses in Algebra, Precalculus, Calculus, and Linear Algebra for Aspiring Data Scientists and Engineers! Boost Your Skills and Career with Free, Engaging Tutorials from freeCodeCamp.org!

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13 learners

What you'll learn

Develop problem-solving skills in college algebra using Python
Understand key precalculus concepts and their applications
Apply fundamental calculus principles in various mathematical problems
Gain proficiency in linear algebra for data science and AI applications

This course includes

  • 91 hours of video
  • Certificate of completion
  • Access on mobile and TV

Summary

Full Transcript

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/drive/1hKKLXzWUtLj_5BjsQpnceKtLAxzZeIkn?usp=sharing 2 - Derivatives https://colab.research.google.com/drive/12n9UZphbfC9tVhoy8QWkeSOhkDjmlh1f?usp=sharing 3 - Graphing Derivatives https://colab.research.google.com/drive/1zdyoccDiQmYnHMfChB8EWY6NqPE10O2J?usp=sharing 4 - Related Rates https://colab.research.google.com/drive/19q4nRpqpBzwZ2Qs7heHSCXHHIPyDpm6R?usp=sharing 5 - Integrals https://colab.research.google.com/drive/15KmbeugtGsxMUiGTg3Wn-fQDgIOK2KAZ?usp=sharing ❤️ 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: 👾 Drake Milly 👾 Ulises Moralez 👾 Goddard Tan 👾 David MG 👾 Matthew Springman 👾 Claudio 👾 Oscar R. 👾 jedi-or-sith 👾 Nattira Maneerat 👾 Justin Hual -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news

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