8 Best+FREE Calculus Courses Online for Machine Learning in 2025

Multivariate Calculus helps in machine learning to explain the relationships between input and output variables. And Multivariate Calculus comes into the picture when you deal with a lot of features and huge data. That’s why familiarity with multivariate calculus is essential for building a machine learning model. So if you are looking for Best Calculus Courses Online for Machine Learning, then check these below-listed courses.

Before I discuss the Calculus Courses, I would like to mention the topics to learn in multivariate calculus for machine learning-

• Functions of several variables,
• Derivatives and gradients,
• Step function,
• Sigmoid function,
• Logit function,
• ReLU (Rectified Linear Unit) function,
• Cost function,
• Plotting of functions,
• Minimum and Maximum values of a function.

Now without any further ado, let’s start finding the Best Calculus Courses Online for Machine Learning-

Best Calculus Courses Online for Machine Learning

1. Mathematics for Machine Learning: Multivariate Calculus– Imperial College London

Rating- 4.7/5

Provider- Coursera

Time to Complete- 18 hours

This course is part of Mathematics for Machine Learning Specialization. In this course, you will learn the basics of multivariate calculus that are required to build various machine learning techniques. You will also learn essential tools for optimizing multivariate functions and fitting data sets with lots of features to models.

The instructors of the course explain the concepts very clearly and make things quite easy to understand. The content of the course is also enough to give you a perfect idea of visualizing 3d or multidimensional data.

In short, this is the best refresher course on calculus emphasizing applications to machine learning.

Extra Benefits-

• You will get a Shareable Certificate upon completion.
• Along with that, you will get Course Videos & Readings, Practice Quizzes, Graded Assignments with Peer Feedback, Graded Quizzes with Feedback, Graded Programming Assignments.

Now, let’s see whether you should enroll in this course or not?

You Should Enroll if-

• There is no prerequisite for enrolling in this course. Anyone who wants to learn multivariate calculus for machine learning can enroll.

Interested to Enroll?

If yes, then check out all details here- Mathematics for Machine Learning: Multivariate Calculus

2. Introduction to Calculus– The University of Sydney

Rating- 4.8/5

Provider– Coursera

Time to Complete- 59 Hours

This is one of the best math courses available on Coursera and is dedicated to Calculus. In this course, you will get a complete understanding of Calculus. This course will teach you key ideas and historical motivation for calculus, while at the same time striking a balance between theory and application.

In this course, you will gain familiarity with key ideas of precalculus, develop fluency with the preliminary methodology of tangents and limit, and develop and practice methods of differential calculus and integral calculus.

The instructor of the course David Easdown is an Associate Professor of Mathematics in the School of Mathematics and Statistics at the University of Sydney.

Extra Benefits-

• You will get a Shareable Certificate upon completion.
• Along with that, you will get Course Videos & Readings, Practice Quizzes, Graded Assignments with Peer Feedback, Graded Quizzes with Feedback, Graded Programming Assignments.

Now, let’s see whether you should enroll in this course or not?

You Should Enroll if-

• You want to learn calculus.

Interested to Enroll?

If yes, then check out all details here- Introduction to Calculus

3. Multivariable calculus– Khan Academy

If you are looking for free tutorials for calculus, then you can’t avoid Khan Academy tutorials for math. This tutorial is divided into various sections such as definitions, basic rules, etc. In this tutorial, you will learn derivatives of multivariable calculus, application of multivariable calculus, Integrating multivariable functions, etc.

Each section of this tutorial has practice problems that will help you to test your understanding. After completing the practice problems and section, you will get mastery points.

You Should Enroll if-

• You want to learn calculus basics.

Interested to Enroll?

If yes, then check out all details here- Calculus Tutorial

4. Differential Calculus through Data and Modeling Specialization– Johns Hopkins University

Provider- Coursera

Time to Complete- 6 months(If you spend 2 hours per week)

This is the specialization program where you will learn single and multivariable calculus. You will also get to know how to use the tools of calculus to process, analyze, and interpret data and how to communicate meaningful results, using scientific computing and mathematical modeling.

This specialization program has 4 courses. Now let’s see the details of the courses-

Courses Include-

1. Calculus through Data & Modeling: Precalculus Review
2. Calculus through Data & Modeling: Limits & Derivatives
3. Calculus through Data & Modeling: Differentiation Rules
4. Calculus through Data & Modeling: Applying Differentiation

Extra Benefits-

• You will get a Shareable Certificate and Course Certificates upon completion.
• Along with that, you will get Course Videos & Readings, Practice Quizzes, Graded Assignments with Peer Feedback, Graded Quizzes with Feedback, Graded Programming Assignments.

Now, let’s see whether you should enroll in this course or not?

You Should Enroll if-

• You should have some familiarity with the notions of precalculus.

Interested to Enroll?

If yes, then check out all details here- Differential Calculus through Data and Modeling Specialization

5. Become a Calculus 3 Master– Udemy

Rating- 4.7/5

Provider- Krista King

Time to Complete- 25.5 hours

This is another best course to learn calculus. In this course, you will learn partial derivatives, vectors including derivatives and integrals, multiple integrals, chain rule, differential equation, second-order homogenous and non-homogenous DEs. This course has 161 quizzes along with solutions and 40 workbooks for extra practice.

Extra Benefits-

• You will get a Certificate of completion.
• Along with this, you will get 338 downloadable resources and 182 articles.

Who Should Enroll?

• Those who wants to study calculus 3.

Interested to Enroll?

If yes, then check out all details here- Become a Calculus 3 Master

6. Calculus 3 (Multivariable calculus)- Udemy

Rating- 4.9/5

Provider- Hania Uscka-Wehlou

Time to Complete- 47.5 hours

This is another best course available on Udemy for Multivariable calculus. In this course, you will learn the position, velocity, speed, and acceleration, variants of the chain rule, limits, continuity, and differentiability for functions of several variables, variants of the Implicit function theorem, etc.

The instructors of this course explain each topic clearly and the content of the course is well-structured. This course is good for you if you want to gain a thorough understanding of calculus.

Extra Benefits-

• You will get a Certificate of completion.
• Along with this, you will get 300 downloadable resources and full lifetime access to the course material.

Who Should Enroll?

• You are a engineering student or machine learning enthusiast.

Interested to Enroll?

If yes, then check out all details here- Calculus 3 (Multivariable calculus)

7. Multivariable Calculus-MIT OpenCourseWare

In this course, you will learn differential, integral, and vector calculus for functions of more than one variable. This course contains lecture videos, examples of solutions, etc. This is another best free course for learning multivariate calculus.

In this course, you will find relevant resources required to get a thorough idea of multivariate calculus. You can also download the transcripts and lecture notes.

Interested to Enroll?

If yes, then check out all details here- Multivariable Calculus

8. Calculus III (Multivariable Calculus)– Udemy

Rating- 4.8/5

Provider- Math Fortress

Time to Complete- 9 hours

This is another best course to reinforce your understanding of multivariable calculus. In this course, you will learn the two-dimensional vectors, three-dimensional vectors, the dot product, the cross product, the equation of lines and planes, etc.

Extra Benefits-

• You will get a Certificate of completion.
• Along with this, you will get full lifetime access to the course material.

Who Should Enroll?

• Engineering student or machine learning enthusiast.

Interested to Enroll?

If yes, then check out all details here- Calculus III (Multivariable Calculus)

And here the list ends. I hope these Best Calculus Courses Online for Machine Learning will help you to learn multivariate calculus at your own pace. I would suggest you bookmark this article for future referrals. Now it’s time to wrap up.

Conclusion

In this article, I tried to cover all the Best Calculus Courses Online for Machine Learning. If you have any doubts or questions, feel free to ask me in the comment section.

All the Best!

Enjoy Learning!

Thank YOU!

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