Masterclass Certificate in Transfer Learning for Impactful Results
-- ViewingNowThe Masterclass Certificate in Transfer Learning for Impactful Results is a comprehensive course designed to equip learners with essential skills in transfer learning, a crucial technique in modern artificial intelligence and machine learning. This course highlights the importance of transfer learning in addressing complex real-world problems, enabling learners to leverage pre-trained models and knowledge to build high-performing models with limited data.
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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 in Python with TensorFlow and Keras
โข Evaluating Transfer Learning Models for Accuracy and Efficiency
โข Transfer Learning for Real-World Applications: Image and Text Classification, Object Detection
โข Overcoming Challenges in Transfer Learning: Catastrophic Forgetting, Overfitting, Dataset Bias
โข Ethics and Bias in Transfer Learning
โข Capstone Project: Implementing Transfer Learning for Impactful Results
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