Machine Learning and AI: Support Vector Machines in Python

Online Course

Udemy
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Machine Learning and AI: Support Vector Machines in Python
  1. What is the course about?
  2. Prerequisites & Facts
  3. Cost, Certificate & Degree
  4. Reviews & Experiences

What is the course about?

Machine Learning and AI: Support Vector Machines in Python
The course Machine Learning and AI: Support Vector Machines in Python is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.

Artificial Intelligence and Data Science Algorithms in Python for Classification and Regression

Course description
  • Machine Learning and AI: Support Vector Machines in Python
  • Apply SVMs to practical applications: image recognition, spam detection, medical diagnosis, and regression analysis
  • Understand the theory behind SVMs from scratch (basic geometry)
  • Use Lagrangian Duality to derive the Kernel SVM
  • Understand how Quadratic Programming is applied to SVM
  • Support Vector Regression
  • Calculus, Matrix Arithmetic / Geometry, Basic Probability
  • Python and Numpy coding
  • Logistic Regression
  • 9 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
  • Lazy Programmer Inc.
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Prerequisites & Facts

Machine Learning and AI: Support Vector Machines in Python

Course Topic

Personal Success, Teacher Training, Teaching & Academics

University, College, Institution

Udemy

Course Skill Level

see course summary

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

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Degree & Cost

Machine Learning and AI: Support Vector Machines in Python

To obtain a verified certificate from Udemy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
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Machine Learning and AI: Support Vector Machines in Python
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School: Udemy
Topic: Data Science, Development, Machine Learning

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