Machine Learning and AI: Support Vector Machines in Python

Machine Learning and AI: Support Vector Machines in Python

Machine Learning and AI: Support Vector Machines in Python

Coupon Details

Machine Learning and AI: Support Vector Machines in Python, Artificial Intelligence and Data Science Algorithms in Python for Classification and Regression
Created by Lazy Programmer Inc.
What you'll learn
  • 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
  • Polynomial Kernel, Gaussian Kernel, and Sigmoid Kernel
  • Build your own RBF Network and other Neural Networks based on SVM

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