Welingkar Institute of Management

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BA101 1

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Master Machine Learning with In-Depth Mathematical Insights

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This comprehensive guide covers essential machine learning algorithms with a focus on the math that powers them. Topics include Simple and Multiple Linear Regression, Ridge/Lasso/Elastic Net Regression, Gradient Descent, Decision Trees, Ensemble Techniques, Random Forest, KNN, K-Means Clustering, Hierarchical Clustering, DBSCAN, and Support Vector Machines. With step-by-step breakdowns and real-world examples, this guide provides everything you need to confidently apply these algorithms and e...

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• 118 pagina's's •
door manishchauhan2 •
geupload 2024

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Welingkar Institute of Management • BA101