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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⢠Introduction to Machine Learning
⢠Supervised Learning: Regression and Classification
⢠Unsupervised Learning: Clustering and Dimensionality Reduction
⢠Machine Learning Algorithms: Decision Trees, Random Forests, and Gradient Boosting
⢠Neural Networks and Deep Learning
⢠Evaluating Machine Learning Models: Model Selection, Cross-Validation, and Performance Metrics
⢠Feature Engineering and Selection
⢠Handling Imbalanced Datasets
⢠Introduction to Natural Language Processing (NLP) and Computer Vision with Machine Learning
⢠Ethical Considerations in Machine Learning
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