Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\01.Course Overview\0101.Course Overview.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\02.Exploring the fastai Library\0201.Introducing the fastai Library.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\02.Exploring the fastai Library\0202.What Else Can You Do with the fastai Library.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\02.Exploring the fastai Library\0203.What's a Great Way to Learn MLDL.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\03.Setting up a Development Environment\0301.Requirements and Install Options.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\03.Setting up a Development Environment\0302.Set up a Dev Environment for fastai 1.0.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\03.Setting up a Development Environment\0303.Other Dev Environment Options.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\04.Building a TextTopic Classifier with Transfer Learning\0401.Module Overview.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\04.Building a TextTopic Classifier with Transfer Learning\0402.Preparing the Data.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\04.Building a TextTopic Classifier with Transfer Learning\0403.Introduction to Language Models.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\04.Building a TextTopic Classifier with Transfer Learning\0404.Language Model Fine-tuning.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\04.Building a TextTopic Classifier with Transfer Learning\0405.Finalizing Language Model Tuning and Testing.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\04.Building a TextTopic Classifier with Transfer Learning\0406.Training a Document Classifier with Transfer Learning.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\04.Building a TextTopic Classifier with Transfer Learning\0407.Discussing the Results and Summary.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0501.Introduction.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0502.Transfer Learning and Fine-tuning.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0503.Introduction to ULMFiT.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0504.Discriminitive Fine-tuning.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0505.Hyper-parameters Scheduling.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0506.AWD-LSTM Language Model.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0507.Dropout.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0508.Embedding Layer.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0509.Text Pre-processing.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0510.Batch Data Loading.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\05.Using Deep Learning for NLP\0511.Summary.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\06.Going from Prototype to Production\0601.Introduction and Dev Environment Setup.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\06.Going from Prototype to Production\0602.Preparing a Model for Production.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\06.Going from Prototype to Production\0603.Scoring Script for Local Test.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\06.Going from Prototype to Production\0604.Set up Azure ML Workspace.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\06.Going from Prototype to Production\0605.Scoring Script for AML Services.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\06.Going from Prototype to Production\0606.Create the Production Image.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\06.Going from Prototype to Production\0607.Deploy the Production Image.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\06.Going from Prototype to Production\0608.Test the Web Service.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\06.Going from Prototype to Production\0609.Summary.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\07.Building a Custom Language Model from Scratch\0701.Introduction.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\07.Building a Custom Language Model from Scratch\0702.Getting the Data.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\07.Building a Custom Language Model from Scratch\0703.Text Pre-processing.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\07.Building a Custom Language Model from Scratch\0704.Pre-train the Language Model.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\07.Building a Custom Language Model from Scratch\0705.Verify the Quality of the Language Model.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\07.Building a Custom Language Model from Scratch\0706.Scripts for Training the Full Model.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\07.Building a Custom Language Model from Scratch\0707.Summary.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\08.Recapping and Next Steps\0801.Course Recap.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\08.Recapping and Next Steps\0802.Next Steps.mp4
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\Exercise Files\getting-started-nlp-deep-learning-pytorch-fastai.zip |
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Pluralsight Getting Started with NLP Deep Learning Using PyTorch and fastai\01.Course Overview |
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