DeepLearning.AI
Calculus for Machine Learning and Data Science
DeepLearning.AI

Calculus for Machine Learning and Data Science

This course is part of Mathematics for Machine Learning and Data Science Specialization

Taught in English

Some content may not be translated

Luis Serrano

Instructor: Luis Serrano

47,941 already enrolled

Course

Gain insight into a topic and learn the fundamentals

4.8

(617 reviews)

|

96%

Beginner level

Recommended experience

26 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Analytically optimize different types of functions commonly used in machine learning using properties of derivatives and gradients

  • Approximately optimize different types of functions commonly used in machine learning

  • Visually interpret differentiation of different types of functions commonly used in machine learning

  • Perform gradient descent in neural networks with different activation and cost functions

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

6 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.8

(617 reviews)

|

96%

Beginner level

Recommended experience

26 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

This course is part of the Mathematics for Machine Learning and Data Science Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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There are 3 modules in this course

After completing this course, you will be able to:

What's included

28 videos7 readings2 quizzes1 programming assignment1 ungraded lab2 plugins

What's included

15 videos1 reading2 quizzes1 programming assignment2 ungraded labs1 plugin

What's included

17 videos4 readings2 quizzes1 programming assignment3 ungraded labs1 plugin

Instructor

Instructor ratings
4.9 (183 ratings)
Luis Serrano
DeepLearning.AI
4 Courses125,147 learners

Offered by

DeepLearning.AI

Recommended if you're interested in Algorithms

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4.8

617 reviews

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5

Reviewed on Feb 3, 2024

New to Algorithms? Start here.

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