Pytorch Deep Learning | Programming Languages Online Course by Udemy

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Pytorch Deep Learning

Pytorch Deep Learning Course(Colab Hands-On) Welcome to Pytorch Deep Learning From Zero To Hero Series. In this course, you will be able to master implementing deep neural network including BERT transfer learning by using pytorch yourself by colab. Each Section will have one assignment for you to think and code yourself. The Agenda is below. Agenda: IntroductionGoogle ColaboratoryNeuronPerceptronMake Your Perceptron TrainableNormalize DataActivation FunctionLoss FunctionGradient DescentElegant Pytorch Gradient DescentFinal ProjectFinal Project ExplainedMulti Layer Perceptron(MLP)One Hot EncodingPrepare data for MLPDefine MLPTrain & Evaluate MLPFinal Project for MLPFCNN ExplainedFCNN LOVE Letters Classification using MLPFinal Project For FCNNCNN ExplainedCNN Prepare data(Fashion MNIST) CNN Define Model CNN Train & Evaluate ModelCNNInferenceFinal Project For CNNRNN ExplainedRNN Prepare dataRNN Define ModelRNN Train ModelRNN InferenceBERT Sesame StreetBERT Prepare Data IMDBBERT Model definitionBERT Model TrainingBERT Model EvaluationBERT Model PredictionBERT Final Project

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