Professional Development · IT & Digital · Module 5: Deep Learning and Production

Transfer Learning: Using Pre-Trained Models

4 Abschnitte1 Karteikarten-Decks1 Quizze

Apply transfer learning — reusing representations learned from large datasets — to achieve strong performance on new tasks with limited data and compute.

Inhaltsübersicht

  • The Transfer Learning Concept and Why It Works
  • Feature Extraction vs Fine-Tuning
  • ImageNet Models and Keras Applications
  • Text Transfer Learning, Few-Shot Learning, and Practical Workflow
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Learn Transfer Learning: Using Pre-Trained Models — Machine Learning — From Theory to Practice IT & Digital | Summary, Flashcards & Quiz