Undergraduate Certificate in Machine Learning Process
-- ViewingNowThe Undergraduate Certificate in Machine Learning Process is a comprehensive course designed to equip learners with essential skills in machine learning. This program focuses on the practical aspects of machine learning, from data analysis to model deployment, ensuring students have a well-rounded understanding of the field.
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โข Introduction to Machine Learning
โข Supervised Learning: Regression and Classification
โข Unsupervised Learning: Clustering and Dimensionality Reduction
โข Machine Learning Algorithms: Decision Trees, Random Forests, and Gradient Boosting
โข Neural Networks and Deep Learning
โข Evaluating Machine Learning Models: Model Selection, Cross-Validation, and Performance Metrics
โข Feature Engineering and Selection
โข Handling Imbalanced Datasets
โข Introduction to Natural Language Processing (NLP) and Computer Vision with Machine Learning
โข Ethical Considerations in Machine Learning
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