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PyTorch, Datasets. and Modelshttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter2.ipynb
Building Your First Datasethttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter3%20(GPU).ipynb
Lab 1A: Non-Linear Regressionhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/labs/Lab%201A.ipynb
Solutionhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/solutions/Solved%20Lab%201A.ipynb
Training Your First Modelhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter4.ipynb
Lab 1B: Non-Linear Regressionhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/labs/Lab%201B.ipynb
Solutionhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/solutions/Solved%20Lab%201B.ipynb
Building Your First Hugging Face Datasethttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter5.ipynb
Lab 2: Price Predictionhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/labs/Lab%202.ipynb
Solutionhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/solutions/Solved%20Lab%202.ipynb
https://patch-diff.githubusercontent.com/lftraining/LFD473-code#part-ii-transfer-learning
Transfer Learning and Pretrained Modelshttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter6.ipynb
Lab 3: Classifying Imageshttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/labs/Lab%203.ipynb
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Pretrained Models for Computer Visionhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter7.ipynb
Pretrained Models for Natural Language Processinghttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter8.ipynb
Lab 4: Sentiment Analysishttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/labs/Lab%204.ipynb
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https://patch-diff.githubusercontent.com/lftraining/LFD473-code#part-iii-computer-vision
Image Classification with Torchvisionhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter9%20(GPU).ipynb
Fine-Tuning Pretrained Models for Computer Visionhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter10%20(GPU).ipynb
Serving Models with TorchServehttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter11.ipynb
Datasets and Transformations for Object Detection and Image Segmentationhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter12.ipynb
Lab 5A: Fine-Tuning Object Detection Modelshttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/labs/Lab%205A.ipynb
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https://patch-diff.githubusercontent.com/lftraining/LFD473-code#part-iv-natural-language-processing
Word Embeddings and Text Classificationhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter15.ipynb
Lab 6: Text Classificationhttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/labs/Lab%206.ipynb
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Contextual Word Embeddings with Transformershttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter16%20(GPU).ipynb
HuggingFace Pipelines for NLP Taskshttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter17%20(GPU).ipynb
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Question and Answer, Summarization, and LLMshttps://colab.research.google.com/github/lftraining/LFD473-code/blob/master/notebooks/Chapter18%20(GPU).ipynb
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