Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program created by DeepLearning.AI and taught by Luis Serrano. In machine learning, you apply math concepts through programming. And so, in this specialization, you’ll apply the math concepts you learn using Python programming in hands-on lab exercises. As a learner in this program, you'll need basic to intermediate Python programming skills to be successful.
Calculus for Machine Learning and Data Science
Calculus for Machine Learning and Data Science
This course is part of Mathematics for Machine Learning and Data Science Specialization
Instructor: Luis Serrano
66,054 already enrolled
Gain insight into a topic and learn the fundamentals.
4.8
(754 reviews)
Intermediate level
Recommended experience
Flexible schedule
Approx. 26 hours
Learn at your own pace
95%
Most learners liked this course
What you'll learn
Analytically optimize different types of functions commonly used in machine learning using properties of derivatives and gradients
Approximately optimize different types of functions commonly used in machine learning
Visually interpret differentiation of different types of functions commonly used in machine learning
Perform gradient descent in neural networks with different activation and cost functions
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
6 assignments
Taught in English
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This course is part of the Mathematics for Machine Learning and Data Science Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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Share it on social media and in your performance review
There are 3 modules in this course
After completing this course, you will be able to:
What's included
28 videos7 readings2 assignments1 programming assignment1 ungraded lab2 plugins
What's included
15 videos1 reading2 assignments1 programming assignment2 ungraded labs1 plugin
What's included
17 videos4 readings2 assignments1 programming assignment3 ungraded labs1 plugin
Instructor
Instructor ratings
4.9 (213 ratings)Offered by
Recommended if you're interested in Algorithms
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Universitat Autònoma de Barcelona
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Learner reviews
4.8
754 reviews
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Showing 3 of 754
ME
5
Reviewed on Sep 26, 2024
The course content is very well prepared and educational. The instructor explained it wonderfully. You've really done an amazing job. Congratulations!"
AK
5
Reviewed on Feb 26, 2024
Enjoyed learning calculus from prof. Serrano. I mostly enjoyed the programing exercises, I wish this is how it was taught to us in school. But better late than never.
BF
5
Reviewed on Jun 1, 2023
Calculus is a very difficult topic and yet the manner in which this course is delivered makes everything so very easy to understand. Incredible.
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Frequently asked questions
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:
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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.
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.
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