What Are Support Vector Machine (SVM) Algorithms?
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coursera.org
What Are Support Vector Machine (SVM) Algorithms?
Learn about support vector machine algorithms (SVM), including what they accomplish, how machine learning engineers and data scientists use them, and how you can begin a career in the field.
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4.a. Describe the steps involved in training an SVM model.b. Given a dataset for a binary classification problem:Class 1 (Positive Class): X 1=[1,2,3,4,5] X 2=[2,3,4,5,6]Class 2 (Negative Class): X1=[8,9,10,11,12] X2=[9,10,11,12,13]i. Visualize the dataset on a 2D plane.ii. Use a linear SVM to find the optimal hyperplane that separates the two classes. Identify the support vectors.
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