Executive Development Programme in Transfer Learning in Action
-- ViewingNowThe Executive Development Programme in Transfer Learning in Action is a certificate course designed to empower professionals with the essential skills needed to excel in today's data-driven world. This programme focuses on Transfer Learning, a critical aspect of machine learning that enables learners to apply knowledge gained from one domain to another.
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โข Introduction to Transfer Learning
โข Understanding Machine Learning and Deep Learning
โข Types of Transfer Learning: Feature Extraction and Fine-Tuning
โข Popular Transfer Learning Models: VGG16, ResNet, Inception
โข Implementing Transfer Learning using Python and TensorFlow
โข Evaluating Transfer Learning Models: Accuracy, Loss, and Validation
โข Real-World Applications of Transfer Learning: Image Recognition, Natural Language Processing, and Speech Recognition
โข Overcoming Challenges in Transfer Learning: Overfitting, Underfitting, and Vanishing Gradients
โข Ethical Considerations in Transfer Learning: Bias, Fairness, and Transparency
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