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Overview
Learn Support Vector Machines in R Studio. Basic SVM models to kernel-based advanced SVM models of Machine Learning What you'll learn: Get a solid understanding of Support Vector Machines (SVM)Understand the business scenarios where Support Vector Machines (SVM) is applicable Tune a machine learning model's hyperparameters and evaluate its performance. Use Support Vector Machines (SVM) to make predictions Implementation of SVM models in R programming language - R Studio You're looking for a complete Support Vector Machines course that teaches...
Syllabus
- Introduction
- Setting up R Studio and R Crash Course
- Machine Learning Basics
- Maximum Margin Classifier
- Support Vector Classifier
- Support Vector Machines
- Creating Support Vector Machine Model in R
- Appendix 1: Preprocessing and Preparing Data before making any model
- Bonus Section
Instructor
Start-Tech Academy
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