Support Vector Machine with Linear SVM Example

5-Minute Lessons by Victor 8 August, 22, 2:58 pm

Video Description

#machinelearning #supportvectormachine #supervisedlearning #machinelearningalgorithms #SVM

In this video, I will explain one of the most popular machine learning algorithms called linear support vector machine (SVM). An example of linear SVM will also be computed.

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References:
🔗 Aima, Arneesh. “Support Vector Machine (SVM). [1] Introduction and Methodology | by Arneesh Aima.” DataDrivenInvestor, 16 March 2019, https://medium.datadriveninvestor.com/support-vector-machine-svm-382b1f9b0aae. Accessed 8 August 2022.
🔗 JavaTpoint. “Support Vector Machine (SVM) Algorithm.” Javatpoint, https://www.javatpoint.com/machine-learning-support-vector-machine-algorithm. Accessed 7 August 2022.
🔗 Mechelli, Andrea, and Sandra Viera, editors. Machine Learning: Methods and Applications to Brain Disorders. Elsevier Science, 2019. Accessed 7 August 2022.
🔗 Ray, Sunil. “SVM | Support Vector Machine Algorithm in Machine Learning.” Analytics Vidhya, 13 September 2017, https://www.analyticsvidhya.com/blog/2017/09/understaing-support-vector-machine-example-code/. Accessed 7 August 2022.
🔗 Stecanella, Bruno. “Support Vector Machines (SVM) Algorithm Explained.” MonkeyLearn, 22 June 2017, https://monkeylearn.com/blog/introduction-to-support-vector-machines-svm/. Accessed 7 August 2022.
🔗 Ventura, Dan. “SVM Example.” SVM Example, 12 March 2009, https://axon.cs.byu.edu/Dan/678/miscellaneous/SVM.example.pdf. Accessed 7 August 2022.

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