Professional Certificate in Machine Learning Fundamentals: Smart Decisions
-- ViewingNowThe Professional Certificate in Machine Learning Fundamentals: Smart Decisions is a valuable course that equips learners with essential skills in machine learning. This program, offered by leading online platforms, covers key concepts such as data regression, classification, clustering, and recommender systems.
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โข Machine Learning Fundamentals
โข Supervised Learning: Regression & Classification
โข Unsupervised Learning: Clustering & Dimensionality Reduction
โข Neural Networks and Deep Learning
โข Feature Engineering and Selection
โข Model Evaluation: Metrics and Statistical Tests
โข Bias-Variance Tradeoff and Regularization Techniques
โข Real-World Applications of Machine Learning
โข Introduction to Python for Machine Learning
โข Exploratory Data Analysis for Machine Learning
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