Professional Certificate in Essential Machine Learning Skills
-- ViewingNowThe Professional Certificate in Essential Machine Learning Skills is a comprehensive course designed to equip learners with the necessary skills to excel in the rapidly evolving field of machine learning. This program covers key concepts, including data preprocessing, regression, classification, clustering, and deep learning, providing a strong foundation for further study or immediate application in the workplace.
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โข Unit 1: Introduction to Machine Learning
โข Unit 2: Data Preprocessing for Machine Learning
โข Unit 3: Supervised Learning: Regression
โข Unit 4: Supervised Learning: Classification
โข Unit 5: Unsupervised Learning: Clustering
โข Unit 6: Dimensionality Reduction
โข Unit 7: Model Evaluation Metrics
โข Unit 8: Hyperparameter Tuning
โข Unit 9: Feature Engineering
โข Unit 10: Machine Learning Pipelines
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