University of Colorado Boulder
Integral Calculus and Numerical Analysis for Data Science
University of Colorado Boulder

Integral Calculus and Numerical Analysis for Data Science

This course is part of Expressway to Data Science: Essential Math Specialization

Taught in English

Some content may not be translated

James Bird
Jane Wall

Instructors: James Bird

3,836 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.6

(77 reviews)

Intermediate level

Recommended experience

3 hours (approximately)
Flexible schedule
Learn at your own pace
Prepare for a degree

What you'll learn

  • Practice integrating by parts for more complex problems.

  • Identify how bisection works after its given an initial guess.

  • Diagonalize a matrix by hand.

  • Compute the partial derivatives of a function.

Details to know

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Assessments

8 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.6

(77 reviews)

Intermediate level

Recommended experience

3 hours (approximately)
Flexible schedule
Learn at your own pace
Prepare for a degree

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 Expressway to Data Science: Essential Math 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 4 modules in this course

Explore the notion of area under a curve, how that relates to the integral and compute basic integrals.

What's included

5 videos1 reading4 quizzes

Introduction to Numerical Analysis using 2 root-finding methods.

What's included

2 videos2 quizzes

Explore general matrix decomposition, as well as a specialized and useful version called Singular Value Decomposition.

What's included

7 videos1 quiz

We will learn a core calculus concept called partial derivatives, as well as delving into directional derivatives and their usefulness in higher level statistics.

What's included

5 videos1 quiz

Instructors

Instructor ratings
4.3 (21 ratings)
James Bird
University of Colorado Boulder
3 Courses10,276 learners

Offered by

Recommended if you're interested in Math and Logic

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