Professional Certificate in Transfer Learning for Education
-- ViewingNowThe Professional Certificate in Transfer Learning for Education is a comprehensive course that emphasizes the application of artificial intelligence (AI) in education. This certificate program highlights the significance of transfer learning, a machine learning technique where a model developed for a task is reused as the starting point for a model on a second task, making AI model development more efficient and accessible.
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โข Introduction to Transfer Learning <t;br> โข Foundations of Machine Learning <t;br> โข Types of Transfer Learning: Inductive, Transductive, Unsupervised <t;br> โข Pre-training and Fine-tuning Techniques <t;br> โข Implementing Transfer Learning with Popular Frameworks (e.g. TensorFlow, PyTorch) <t;br> โข Transfer Learning for Natural Language Processing <t;br> โข Transfer Learning for Computer Vision <t;br> โข Ethical Considerations in Transfer Learning <t;br> โข Evaluating Transfer Learning Models <t;br> โข Best Practices and Real-world Applications in Education <t;br>
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