Masterclass Certificate in Demystifying Machine Learning Models
-- ViewingNowThe Masterclass Certificate in Demystifying Machine Learning Models is a comprehensive course designed to empower learners with essential skills in machine learning. This program focuses on making machine learning models accessible and understandable, addressing the growing industry demand for professionals who can effectively implement and interpret these models.
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โข Introduction to Machine Learning
โข Types of Machine Learning Models: Supervised, Unsupervised, and Reinforcement Learning
โข Linear Regression
โข Logistic Regression
โข Decision Trees and Random Forests
โข Support Vector Machines (SVM)
โข Neural Networks and Deep Learning
โข Ensemble Methods: Bagging, Boosting, and Stacking
โข Model Evaluation: Metrics, Cross-Validation, and Bias-Variance Tradeoff
โข Deploying Machine Learning Models: Cloud-based Solutions and APIs
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