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

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105 ratings

Jane Wall

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Associated with the Master of Science in Data Science degree
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Expressway to Data Science: Essential Math SpecializationUniversity of Colorado Boulder

About this Course

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Are you interested in Data Science but lack the math background for it? Has math always been a tough subject that you tend to avoid? This course will teach you the most fundamental Calculus concepts that you will need for a career in Data Science without a ton of unnecessary proofs and techniques that you may never use. Consider this an expressway to Data Science with approachable methods and friendly concepts that will guide you to truly understanding the most important ideas in Differential Calculus.  We will review some algebra basics, talk about what a derivative is, compute some simple derivatives and apply the basics of derivatives to graphing and maximizing functions.
This course is designed to prepare learners to successfully complete Statistical Modeling for Data Science Application, which is part of CU Boulder's Master of Science in Data Science (MS-DS) program. 

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Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

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Course 1 of 3 in the

Expressway to Data Science: Essential Math Specialization

Intermediate Level

Beginning algebra and basic function graphing.

Approx. 8 hours to complete

English

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What you will learn

Practice working with logarithm properties and how logarithm functions behave graphically.
Identify the difference between a continuous and non-continuous function.
Solidify an understanding of what a derivative is calculating.
Understand how to use derivatives to create graphs of functions.

Skills you will gain

Integrals
Derivatives
Algebra
Matrix Algebra
Numerical Analysis

Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Course 1 of 3 in the

Expressway to Data Science: Essential Math Specialization

Intermediate Level

Beginning algebra and basic function graphing.

Approx. 8 hours to complete

English

Could your company benefit from training employees on in-demand skills?

Try Coursera for Business

Instructor

Instructor rating

4.71/5 (48 Ratings)

Jane Wall

Faculty Director of Data Science Programs

Data Science Programs

13,284 Learners

7 Courses

Offered by

University of Colorado Boulder

Start working towards your Master's degree

This course is related to the 100% online Master of Science in Data Science from University of Colorado Boulder. It will provide you with a preview of the topics, materials and instructors so you can decide if the full online degree program is right for you.

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Syllabus - What you will learn from this course

Week1

Week 1

3 hours to complete

Functions and Algebra Review

3 hours to complete

9 videos (Total 40 min)

9 videos

What is a Function? (Algebraically and Graphically)4mDomain and Range4mPiecewise Functions4mWhat Can You Do to a Function?4mMultiplying Binomials5mRationalizing Denominators2mExponent Rules5mLogarithms5mApplications of Logarithms3m

9 practice exercises

Functions Quiz30mDomain and Range Quiz15mPiecewise Functions Quiz15mPerforming function operations10mMultiplying Binomials Quiz10mRationalizing Denominators Quiz15mExponent Rules Quiz15mLogarithms Quiz30mApplications of Logarithms15m

Week2

Week 2

1 hour to complete

Induction Proofs, Limits and Continuity

1 hour to complete

4 videos (Total 18 min)

Week3

Week 3

1 hour to complete

Definition of a Derivative

1 hour to complete

4 videos (Total 17 min)

Week4

Week 4

1 hour to complete

Product and Chain Rule

1 hour to complete

4 videos (Total 17 min)

Reviews

4.4

32 reviews

5 stars
75%
4 stars
12.03%
3 stars
2.77%
2 stars
1.85%
1 star
8.33%

TOP REVIEWS FROM ALGEBRA AND DIFFERENTIAL CALCULUS FOR DATA SCIENCE

by WAMar 9, 2023

Giving a 5 star review because of the videos that were produced, they really taught in a consise manner. However, I think that the Calculus section could have had more videos and more examples.

by CCFeb 5, 2023

This course is well taught. No cocepts are rushed.

by VGNov 2, 2022

Excellent course. I never did university calculus, and this was a great way to test my understanding and prompt additional learning as I attempted the quizzes.

Thank you!

by JWMay 26, 2022

The lectures are very clear and thorough. I really appreciate the effort and thoughtfulness put into this course.

View all reviews

About the Expressway to Data Science: Essential Math Specialization

Data Science is growing rapidly, creating opportunities for careers across a variety of fields. This specialization is designed for learners embarking on careers in Data Science. Learners are provided with a concise overview of the foundational mathematics that are critical in Data Science. Topics include algebra, calculus, linear algebra, and some pertinent numerical analysis. Expressway to Data Science is also an excellent primer for students preparing to complete CU Boulder’s Master of Science in Data Science program.

Frequently Asked Questions

When will I have access to the lectures and assignments?
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

More questions? Visit the Learner Help Center.

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Algebra and Differential Calculus for Data Science

About this Course

What you will learn

Skills you will gain