Certificate in Core Concepts of Machine Learning
-- ViewingNowThe Certificate in Core Concepts of Machine Learning is a comprehensive course designed to equip learners with essential skills in machine learning. This program focuses on fundamental machine learning concepts, algorithms, and applications, providing a solid foundation for a career in this rapidly evolving field.
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โข Introduction to Machine Learning
โข Supervised Learning: Regression & Classification
โข Unsupervised Learning: Clustering & Dimensionality Reduction
โข Reinforcement Learning: Basics & Advanced Techniques
โข Neural Networks & Deep Learning
โข Model Evaluation: Metrics & Cross-Validation
โข Feature Engineering & Selection
โข Bias-Variance Tradeoff & Regularization
โข Implementing Machine Learning Models with Python & Scikit-learn
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