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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⢠Unit 1: Introduction to Machine Learning
⢠Unit 2: Data Preprocessing for Machine Learning
⢠Unit 3: Supervised Learning: Regression
⢠Unit 4: Supervised Learning: Classification
⢠Unit 5: Unsupervised Learning: Clustering
⢠Unit 6: Dimensionality Reduction
⢠Unit 7: Model Evaluation Metrics
⢠Unit 8: Hyperparameter Tuning
⢠Unit 9: Feature Engineering
⢠Unit 10: Machine Learning Pipelines
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