Lab: Tuning Deep Learning Networks
Training Provider: SINGAPORE MANAGEMENT UNIVERSITY
Course Reference: TGS-2024048884
S$660
Original: S$2,200
Save S$1,540
About This Course
This module focuses on fine-tuning pretrained deep learning models, a crucial technique for leveraging existing model architectures and weights to adapt them to specific tasks or datasets. Participants will gain practical experience in fine-tuning a pretrained model using PyTorch within a 15-hour timeframe.
What You'll Learn
- Describe the process of transfer learning and fine-tuning
- Finetune a deep learning model, from preparation and loading of the data to evaluation and analysis of the finetuned model
- Experiment with various fine-tuning strategies to improve model generalisation and optimise the model for deployment
- Finetune a deep learning model, from preparation and loading of the data to evaluation and analysis of the finetuned model
- Experiment with various fine-tuning strategies to improve model generalisation and optimise the model for deployment
Entry Requirements
Nil
Course Details
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