Flying Whales
DeepLearning
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Perceptron
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Fully Connected Neural Network (FCN/MLP)
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Convolutional Neural Network (CNN)
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Modern CNNs
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UNET: Segmenting Nuclei
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Application: MoveNet scoring your yoga poses
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Recurrent Neural Network (RNN)
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Transformer
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Autoencoders in molecular simulations
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Object Detection: YOLO
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Deep Learning in Healthcare
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Optimizers
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Stable Diffusion
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VQ-GAN
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RL: Deep Q-learning
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RL: Policy gradient
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RL: Proximal Policy Optimization (PPO)
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RL: Reinforcement Learning with Human Feedback