Certificate in Machine Learning: Targeting Foundations
-- ViewingNowThe Certificate in Machine Learning: Targeting Foundations is a comprehensive course designed to equip learners with essential skills in machine learning. This program focuses on the fundamental concepts, algorithms, and applications of machine learning, providing a strong basis for further studies or immediate application in the industry.
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โข Introduction to Machine Learning
โข Data Preprocessing
โข Supervised Learning Algorithms
โข Unsupervised Learning Algorithms
โข Evaluation Metrics for Machine Learning Models
โข Neural Networks and Deep Learning
โข Feature Engineering and Selection
โข Bias-Variance Tradeoff and Regularization
โข Introduction to Natural Language Processing
โข Machine Learning Ethics and Bias
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