Back to Expressway to Data Science: Essential Math

Expressway to Data Science: Essential Math

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. This specialization 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. Logo courtesy of ThisisEngineering RAEng on Unsplash.com

Status: Derivatives
Status: Applied Mathematics
IntermediateSpecialization

Top reviews across Expressway to Data Science: Essential Math

JW

Reviewed May 26, 2022

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

TA

Reviewed Aug 11, 2022

It is a very informative course, and the coach made it simple and enjoyable.Thank you, Dr. James, for your innovative explanation of the material.Take this course and do not hesitate.

SR

Reviewed Jan 19, 2025

fast paced and minimal but very clear with good teaching

YP

Reviewed Jan 1, 2024

very productive for data science beginner with curiosity of mathematical application in ML and AI

JV

Reviewed Feb 10, 2025

No suelo comentar, pero tengo que decir el profesor enseño 10/10 explicaba de una forma que todo lo hacia ver sencillo, muy buen tutor

KC

Reviewed Mar 16, 2025

Teaching is good, but should include more practice questions.

JR

Reviewed Aug 10, 2023

Good course. Teacher had problems with keeping equations and graphs in viewing area.

AA

Reviewed Mar 24, 2023

Covers all the basics and really easy to understand. Really well thought out curriculum.

VG

Reviewed Nov 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!

RP

Reviewed Apr 23, 2022

Simple to follow. Easily explained. Good for revision as well as starting fresh

SV

Reviewed Apr 23, 2023

overall good course was a good refresher for my exams and the way the material is taught makes it very easy to understand.

CY

Reviewed Apr 27, 2022

Great introduction to Linear Algebra for beginners!

Learner reviews across Expressway to Data Science: Essential Math

Showing: 20 of 74

cecilia
Course: Algebra and Differential Calculus for Data Science
1.0
Reviewed Jun 16, 2022Course: Algebra and Differential Calculus for Data Science
Laura
Course: Algebra and Differential Calculus for Data Science
1.0
Reviewed May 17, 2022Course: Algebra and Differential Calculus for Data Science
Dr
Course: Algebra and Differential Calculus for Data Science
1.0
Reviewed May 4, 2022Course: Algebra and Differential Calculus for Data Science
David
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed May 19, 2022Course: Algebra and Differential Calculus for Data Science
William
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Nov 24, 2022Course: Algebra and Differential Calculus for Data Science
Elena
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Nov 24, 2022Course: Algebra and Differential Calculus for Data Science
Onkar
Course: Algebra and Differential Calculus for Data Science
1.0
Reviewed Oct 14, 2022Course: Algebra and Differential Calculus for Data Science
Allyx
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Nov 19, 2022Course: Algebra and Differential Calculus for Data Science
Brian
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Jun 23, 2022Course: Algebra and Differential Calculus for Data Science
Matt
Course: Algebra and Differential Calculus for Data Science
2.0
Reviewed Jun 15, 2023Course: Algebra and Differential Calculus for Data Science
Swagatam
Course: Algebra and Differential Calculus for Data Science
3.0
Reviewed May 29, 2024Course: Algebra and Differential Calculus for Data Science
Shannon
Course: Algebra and Differential Calculus for Data Science
2.0
Reviewed Nov 19, 2022Course: Algebra and Differential Calculus for Data Science
Richard
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Dec 23, 2022Course: Algebra and Differential Calculus for Data Science
Gansukh
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Nov 3, 2022Course: Algebra and Differential Calculus for Data Science
Paul
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed May 24, 2024Course: Algebra and Differential Calculus for Data Science
Germán
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Aug 10, 2023Course: Algebra and Differential Calculus for Data Science
sidnei
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Nov 11, 2023Course: Algebra and Differential Calculus for Data Science
Ambroise
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Apr 17, 2024Course: Algebra and Differential Calculus for Data Science
Meenakshi
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Mar 25, 2023Course: Algebra and Differential Calculus for Data Science
Emily
Course: Algebra and Differential Calculus for Data Science
5.0
Reviewed Sep 2, 2022Course: Algebra and Differential Calculus for Data Science