Top Machine Learning Algorithms

Support Vector Machine

Implementation Example:

SVM (Support Vector Machine) in Python - ML From Scratch 07 | Python EngineerImplement a SVM (Support Vector Machine) algorithm using only built-in Python, and learn about the math behind this popular ML algorithm. modules and numpy

Deep-math-machine-learning.ai/SVM-FromScratch.ipynb at master · Madhu009/Deep-math-machine-learning.aiA blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch. - Deep-math-machine-learning.ai/SVM-FromScratch.ipynb at ma...

Relevant reading materials:

Pattern Recognition and Machine Learning (Information Science and Statistics) by Christopher M. Bishop – Chapter 7. Sparse Kernel Machines (p.325 – p.358)
Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville- Chapter 5.7.2. Support Vector Machines

Relevant video lectures:

Andrew Ng’s – Lecture 12.1 – 12.6 Support Vector Machine

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