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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⢠Introduction to Machine Learning
⢠Supervised Learning: Basic Concepts
⢠Unsupervised Learning: Basic Concepts
⢠Regression Analysis: Linear and Logistic Regression
⢠Classification: Decision Trees and Random Forests
⢠Clustering: K-Means and Hierarchical Clustering
⢠Dimensionality Reduction: Principal Component Analysis (PCA)
⢠Neural Networks: Perceptron and Multi-Layer Perceptron (MLP)
⢠Model Evaluation: Cross-Validation and Performance Metrics
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