Certificate in Transfer Learning for Software Engineers
-- ViewingNowThe Certificate in Transfer Learning for Software Engineers is a comprehensive course designed to meet the surging industry demand for professionals skilled in transfer learning. This certification equips learners with the essential skills to apply pre-trained models to new tasks, enabling faster deployment and higher accuracy in machine learning models.
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โข Introduction to Transfer Learning
โข Understanding Deep Learning and Neural Networks
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 Practical Applications of Transfer Learning in Computer Vision
โข Evaluating Transfer Learning Models: Metrics and Best Practices
โข Overcoming Limitations of Transfer Learning: Domain Adaptation and Data Augmentation
โข Ethical Considerations in Transfer Learning
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