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Calculus Essentials

This course covers foundational topics in Calculus. You will learn the foundations of calculus and understand how to train a neural network: plotting, derivatives, the chain rule, and more. You will also see how these mathematical skills visually come to life with a neural network example.

  • Course
  • Beginner
  • 3 hours
  • Updated: Feb 18, 2025

Subscription · Monthly

  • Cancel Anytime
  • Unlimited access to hundreds of top-rated courses
  • Hands-on projects with expert feedback
  • Personalized career coaching and interview prep
  • Program Certificates

Skills you'll learn

7 skills

  • Limits of functions
  • Gradient descent
  • Backpropagation
  • Integrals
  • Derivatives

Prerequisites

0 prerequisites

You will need to be able to communicate fluently and professionally in written and spoken English.

Course Outline

  • 2 lessons

Program Instructors

1 instructor

Unlike typical professors, our instructors come from Fortune 500 and Global 2000 companies and have demonstrated leadership and expertise in their professions:

Grant Sanderson

Instructor

Grant Sanderson

Instructor

About this program

Learn the foundations of calculus: plotting, derivatives, the chain rule, and more to understand neural network training, with visual, real-world applications.

Subscription · Monthly

  • Cancel Anytime
  • Unlimited access to hundreds of top-rated courses
  • Hands-on projects with expert feedback
  • Personalized career coaching and interview prep
  • Program Certificates

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