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kanru-wang/README.md

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  1. Coursera_Generative_Deep_Learning Coursera_Generative_Deep_Learning Public

    Neural Style Transfer, Variational AutoEncoder, and GAN templates

    Jupyter Notebook 1

  2. Distributed_Training_and_Quantization_Pruning_Distillation Distributed_Training_and_Quantization_Pruning_Distillation Public

    Coursera GPU / TPU distributed training, and model Quantization, Pruning, Knowledge Distillation, TFX pipeline

    Jupyter Notebook

  3. Coursera_MLOps Coursera_MLOps Public

    MLOps, Kubernetes, Docker, web servers (FastAPI and TensorFlow Serving), ML pipelines (Kubeflow and TFX)

    Jupyter Notebook

  4. Udemy_GAN_and_Diffusion_models Udemy_GAN_and_Diffusion_models Public

    GAN, Diffusion, and Variational AutoEncoder templates

    Jupyter Notebook 1 1

  5. Large_Language_Models Large_Language_Models Public

    PEFT, RLHF fine tuning and evaluation

    Jupyter Notebook

  6. Graph_Neural_Network Graph_Neural_Network Public

    Stanford, Udemy, and PyTorch Geometric GNN learning notes and templates

    Jupyter Notebook