Certificate in Machine Learning Key Insights
-- ViewingNowThe Certificate in Machine Learning Key Insights course is a comprehensive program designed to equip learners with essential skills for career advancement in the booming field of machine learning. This course covers key concepts, algorithms, and models, including supervised and unsupervised learning, neural networks, and deep learning.
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โข Introduction to Machine Learning
โข Data Preprocessing and Cleaning
โข Supervised Learning: Regression Analysis
โข Supervised Learning: Classification
โข Unsupervised Learning: Clustering
โข Feature Selection and Dimensionality Reduction
โข Evaluation Metrics for Machine Learning Models
โข Neural Networks and Deep Learning
โข Ensemble Learning: Bagging and Boosting
โข Ethics and Bias in Machine Learning
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