Machine Learning A-Z: Support Vector Machine with Python ©
Learn machine learning and support vector machine from scratch
Updated on Sep, 2023
Language - English
This course is designed for both beginners with some programming experience or even those who know nothing about ML and SVM.
This course is for someone who is curious to learn the math behind SVM since this course contains an optional part for mathematics as well.
It is also for someone who wants to learn logistic regression from zero to hero; for someone who is an absolute beginner and has very little idea of machine learning.
What will you learn in this course:
- Learn the basics of machine learning
- Learn the basics of discriminative learning
- Learn the basics of linear discriminants
- Learn the basics of Support Vector Machine (SVM)
- Learn the basics of the sparsity of SVM and comparison with logistic regression
- Learn how to implement SVM on any dataset
- Learn the math behind SVM
What are the prerequisites for this course?
- This course is designed for both beginners with some programming experience or even those who know nothing about ML and SVM.
Check out the detailed breakdown of what’s inside the course
Introduction to Course
- Introduction to Course 05:00 05:00
- Why Machine Learning 10:21 10:21
- Why Support Vector Machine 06:18 06:18
- Course Overview 05:47 05:47
Introduction to Machine Learning
Introduction to Python
Optional SVM Section
Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals.
Working towards that vision, we have published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.
As part of our mission, we have also awarded over $1,000,000 through our Open Source Project Royalty scheme, helping numerous projects become household names along the way.
User your certification to make a career change or to advance in your current career. Salaries are among the highest in the world.
Our students work
with the Best
Related Video CoursesView More
Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video CoursesSubscribe now
Master prominent technologies at full length and become a valued certified professional.Explore Now