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Algebra and Differential Calculus for Data Science
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Algebra and Differential Calculus for Data Science

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

Course Cost

Free course

Intermediate

Skill Level

8 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 Expressway to Data Science: Essential Math 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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4.5

16,575 Enrolled

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English

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olive-leaves-logo

4.5

16,575 Enrolled

olive-leaves-logo

English

What you'll learn

  • Practice working with logarithm properties and graphical representations

  • Identify continuous and non-continuous functions

  • Understand derivative calculations and applications

  • Use derivatives for function graphing

  • Apply calculus concepts to optimization problems

Skills you'll gain

Calculus
Derivatives
Functions
Algebra
Mathematical Analysis
Optimization
Data Science
Logarithms
Graphing
Mathematical Modeling

This course includes:

2.2 Hours PreRecorded video

25 assignments

Access on Mobile, Tablet, Desktop

FullTime access

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 6 modules in this course

This course provides a streamlined approach to essential calculus concepts needed for data science. Starting with fundamental algebra and function reviews, it progresses through derivatives, graphing, and optimization techniques. The curriculum focuses on practical applications rather than theoretical proofs, making complex mathematical concepts accessible for data science applications. Students learn through video lectures, quizzes, and hands-on practice problems.

Functions and Algebra Review

Module 1 · 3 Hours to complete

Induction Proofs, Limits and Continuity

Module 2 · 58 Minutes to complete

Definition of a Derivative

Module 3 · 42 Minutes to complete

Product and Chain Rule

Module 4 · 1 Hours to complete

Using Derivatives to Graph Functions

Module 5 · 1 Hours to complete

Finding Maximums and Minimums

Module 6 · 33 Minutes 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: Expressway to Data Science: Essential Math

Reviews

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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.

Algebra and Differential Calculus for Data Science

Intermediate

Skill Level

8 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.