Global Certificate in Machine Learning Basics: Basic Concepts
-- ViewingNowThe Global Certificate in Machine Learning Basics: Basic Concepts course is a crucial stepping stone for those interested in the rapidly growing field of machine learning. This certificate program focuses on essential concepts, making it perfect for beginners or those looking to solidify their foundational knowledge.
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โข Introduction to Machine Learning
โข Supervised Learning: Basic Concepts
โข Unsupervised Learning: Basic Concepts
โข Regression Analysis: Linear and Logistic Regression
โข Classification: Decision Trees and Random Forests
โข Clustering: K-Means and Hierarchical Clustering
โข Dimensionality Reduction: Principal Component Analysis (PCA)
โข Neural Networks: Perceptron and Multi-Layer Perceptron (MLP)
โข Model Evaluation: Cross-Validation and Performance Metrics
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