Professional Certificate in Efficient Transfer Learning
-- ViewingNowThe Professional Certificate in Efficient Transfer Learning is a comprehensive course that empowers learners with essential skills to enhance their careers in machine learning and data science. This certificate program focuses on the importance of transfer learning, a critical technique that enables models to leverage pre-existing knowledge to improve performance and reduce training time.
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โข Introduction to Transfer Learning
โข Types of Transfer Learning: Inductive, Transductive, and Unsupervised
โข Pre-trained Models for Transfer Learning
โข Fine-Tuning Pre-trained Models
โข Feature Extraction using Transfer Learning
โข Evaluation Metrics for Transfer Learning
โข Popular Libraries for Transfer Learning: TensorFlow, PyTorch, and Keras
โข Real-World Applications of Transfer Learning
โข Ethics and Bias in Transfer Learning
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