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Calculus through Data & Modeling: Applying Differentiation
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Calculus through Data & Modeling: Applying Differentiation

This course is part of Differential Calculus through Data and Modeling.

Course Cost

Free course

Intermediate

Skill Level

5 Hours

Self-paced lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Differential Calculus through Data and Modeling Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

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4.7

2,663 Enrolled

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English

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olive-leaves-logo

4.7

2,663 Enrolled

olive-leaves-logo

English

What you'll learn

  • Apply derivatives to linear approximation problems

  • Master optimization techniques for single-variable functions

  • Solve multivariable optimization challenges

  • Use Lagrange multipliers for constrained problems

  • Apply calculus to real-world optimization scenarios

Skills you'll gain

Linear Approximation
Optimization Techniques
Lagrange Multipliers
Multivariable Calculus
Maximum and Minimum Analysis
Tangent Planes
Function Analysis
Mathematical Modeling
Gradient Analysis
Real-world Applications

This course includes:

2.2 Hours PreRecorded video

4 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

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Certificate

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There are 5 modules in this course

This comprehensive course focuses on practical applications of differential calculus, particularly in optimization and modeling. Students learn to use derivatives for linear approximations, find maxima and minima of both single and multivariable functions, and apply Lagrange multipliers for constrained optimization. The curriculum emphasizes real-world applications in fields like machine learning, economics, and business, culminating in a practical construction cost optimization project.

Linear Approximations and Tangent Planes

Module 1 · 1 Hours to complete

Maxima and Minima of Single-Variable Functions

Module 2 · 1 Hours to complete

Maxima and Minima of Multivariable Functions

Module 3 · 1 Hours to complete

Lagrange Multipliers

Module 4 · 1 Hours to complete

Final Project - Optimization

Module 5 · 1 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Differential Calculus through Data and Modeling

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Calculus through Data & Modeling: Applying Differentiation

Intermediate

Skill Level

5 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.