- Great Learning
- Free Courses
- Machine Learning
Mathematics for Machine Learning
Learn Mathematics for Machine Learning from basics in this free online training. This free Mathematics for Machine Learning course is taught hands-on by experts. Learn about Chain rule, Differential of a function, and a lot more.
Ratings
Level
Learning hours
Learners
Earn a certificate of completion
Get free course content
Learn at your own pace
Master in-demand skills & tools
Test your skills with quizzes
Skills you will learn
About this course
Great Learning offers a free online course on Mathematics for Machine Learning, covering a range of topics that are crucial for anyone looking to get started with data science and machine learning. The course is designed to provide learners with a solid foundation in mathematics, focusing specifically on concepts that are relevant to machine learning.
One of the key topics covered in the course is the Chain Rule, which is essential for understanding the calculus involved in optimization algorithms used for training ML models. The course also covers the differential of a function, which is fundamental to calculus and is used extensively in machine learning.
Another topic covered in the course is the amount of mathematics that is required for data science. This is an important consideration for anyone looking to work in the field, as it helps learners to understand the level of mathematical proficiency that is required for different roles.
The course also covers Line Concepts, which are essential for representing data using vectors and matrices, and for understanding linear transformations. Additionally, learners will explore Line Concept Maxima and Minima application in Machine Learning, which is important for understanding optimization algorithms.
Finally, the course covers Lines, Planes, and Hyperplanes, which are fundamental concepts in linear algebra and are used extensively in machine learning.
Overall, this free course on Mathematics for Machine Learning by Great Learning is an excellent resource for anyone looking to develop their mathematical skills and build a strong foundation in machine learning concepts.
Why upskill with us?
Course Outline
Earn a certificate of completion
Get free course content
Learn at your own pace
Master in-demand skills & tools
Test your skills with quizzes
Learner reviews of the free Machine Learning course
5.0
Become a Skilled Professional with Pro Courses
Gain work-ready skills with guided projects, top faculty and AI tools, all at an affordable price.


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription

.jpg)
View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription

 (1).jpg)
View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription

.png)
View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription






View Course

Included with Pro Subscription

.png)
View Course

Included with Pro Subscription

.png)
View Course

Included with Pro Subscription

.png)

 (1).jpg)
View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription

 (1).png)
View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription

.png)
View Course

Included with Pro Subscription

.jpg)
View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription
Popular


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription

.jpg)
View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription


View Course

Included with Pro Subscription

 (1).jpg)
View Course

Included with Pro Subscription


View Course

Included with Pro Subscription
-
Data Science & ML
PRO
136 coding exercises 6 projects17 hrs video contentView Course
Included with Pro Subscription
PRO
1 coding exercise 1 project10.5 hrs video contentView Course
Included with Pro Subscription
PRO
1 coding exercise 1 project11.5 hrs video contentView Course
Included with Pro Subscription
PRO
1 project8.5 hrs video contentView Course
Included with Pro Subscription
PRO
40 coding exercises 3 projects3.5 hrs video contentView Course
Included with Pro Subscription
PRO
1 project7.5 hrs video contentView Course
Included with Pro Subscription
-
Test Preparation
PRO
7.5 hrs video contentView Course
Included with Pro Subscription
PRO
PRO
-
Management
PRO
1 project9.35 hrs video contentView Course
Included with Pro Subscription
PRO
1 project7.5 hrs video contentView Course
Included with Pro Subscription
PRO
2 projects9 hrs video contentView Course
Included with Pro Subscription
PRO
PRO
2 projects9.5 hrs video contentView Course
Included with Pro Subscription
-
IT & Software
PRO
1 project8.5 hrs video contentView Course
Included with Pro Subscription
PRO
2 projects10 hrs video contentView Course
Included with Pro Subscription
PRO
39 coding exercises 2 projects4 hrs video contentView Course
Included with Pro Subscription
PRO
39 coding exercises 4 projects8.5 hrs video contentView Course
Included with Pro Subscription
PRO
3 projects16.05 hrs video contentView Course
Included with Pro Subscription
PRO
2 projects5.5 hrs video contentView Course
Included with Pro Subscription
PRO
51 coding exercises 3 projects11.5 hrs video contentView Course
Included with Pro Subscription
-
Cyber Security
PRO
1 project7.5 hrs video contentView Course
Included with Pro Subscription
-
AI & Generative AI
PRO
2 projects12 hrs video contentView Course
Included with Pro Subscription
PRO
18 coding exercises 3 projects12.5 hrs video contentView Course
Included with Pro Subscription
PRO
10 coding exercises 3 projects8.5 hrs video contentView Course
Included with Pro Subscription
Subscribe to Academy Pro & get exclusive features
$25/month
No credit card required

20+ Pro courses

200+ coding exercises with AI support

50+ hands-on guided projects

AI mock interviews
Recommended Free Machine Learning courses





.jpg)


Similar courses you might like








Related Machine Learning Courses
-
Programs starting at ₹5,000 per month
Placement assistance
Personalized mentorship
Detailed curriculum
Learn from world-class faculties
50% Average salary hike -
Scholarships upto ₹25K
McCombs School of Business at The University of Texas at Austin
PG Program in Artificial Intelligence & Machine Learning12 Months · Online
#1 Ranked AI ProgramKnow More
-
Johns Hopkins University
Certificate Program in AI Business Strategy10 week · Online
Delivered by JHU FacultyKnow More
-
Johns Hopkins University
Certificate Program in Applied Generative AI16 weeks · Online
Delivered by JHU FacultyKnow More