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

Calculus for Machine Learning and Data Science

Luis Serrano

Instructor: Luis Serrano

60,325 already enrolled

Gain insight into a topic and learn the fundamentals.
4.8

(716 reviews)

Intermediate level

Recommended experience

Flexible schedule
Approx. 26 hours
Learn at your own pace
96%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.8

(716 reviews)

Intermediate level

Recommended experience

Flexible schedule
Approx. 26 hours
Learn at your own pace
96%
Most learners liked this course

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

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Assessments

6 assignments

Taught in English

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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 assignments1 programming assignment1 ungraded lab2 plugins

What's included

15 videos1 reading2 assignments1 programming assignment2 ungraded labs1 plugin

What's included

17 videos4 readings2 assignments1 programming assignment3 ungraded labs1 plugin

Instructor

Instructor ratings
4.9 (205 ratings)
Luis Serrano
DeepLearning.AI
4 Courses153,845 learners

Offered by

DeepLearning.AI

Recommended if you're interested in Algorithms

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Learner reviews

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4.8

716 reviews

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ME
5

Reviewed on Sep 26, 2024

PB
5

Reviewed on Jan 14, 2024

PK
5

Reviewed on May 12, 2023

New to Algorithms? Start here.

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