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: Applied Mathematics
Status: Calculus
IntermediateSpecialization

Top reviews across Expressway to Data Science: Essential Math

Reviewed May 26, 2022
Course: Algebra and Differential Calculus for Data Science

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

Reviewed Apr 26, 2023
Course: Essential Linear Algebra for Data Science

A good overview, but could have used a bit more information. I had to look up some concepts for myself in order to really understand it.

Reviewed Jun 11, 2026
Course: Integral Calculus and Numerical Analysis for Data Science

I have successfully completed this course. Thank you for the valuable lessons and support.

Reviewed Jan 1, 2024
Course: Algebra and Differential Calculus for Data Science

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

Reviewed Apr 29, 2022
Course: Essential Linear Algebra for Data Science

A very succint course. It's great for a beginner and can be easily understood. :) The quizzes are easy too.

Reviewed Mar 16, 2025
Course: Integral Calculus and Numerical Analysis for Data Science

Teaching is good, but should include more practice questions.

Reviewed Aug 10, 2023
Course: Algebra and Differential Calculus for Data Science

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

Reviewed May 14, 2023
Course: Essential Linear Algebra for Data Science

Good course overall. Instructor explained the concepts really well.

Reviewed Jan 19, 2025
Course: Integral Calculus and Numerical Analysis for Data Science

fast paced and minimal but very clear with good teaching

Reviewed Nov 2, 2022
Course: Algebra and Differential Calculus for Data Science

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!

Reviewed Aug 11, 2022
Course: Essential Linear Algebra for Data Science

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.

Reviewed Apr 23, 2023
Course: Algebra and Differential Calculus for Data Science

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

Learner reviews across Expressway to Data Science: Essential Math

Showing: 20 of 74

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