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Title: GitHub - ivyleavedtoadflax/DeepLearningProjectWorkflow: Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016 · GitHub

Open Graph Title: GitHub - ivyleavedtoadflax/DeepLearningProjectWorkflow: Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016

X Title: GitHub - ivyleavedtoadflax/DeepLearningProjectWorkflow: Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016

Description: Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016 - ivyleavedtoadflax/DeepLearningProjectWorkflow

Open Graph Description: Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016 - ivyleavedtoadflax/DeepLearningProjectWorkflow

X Description: Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016 - ivyleavedtoadflax/DeepLearningProjectWorkflow

Opengraph URL: https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow

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https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#deep-learning-project-workflow
"Nuts and Bolts of Applying Deep Learning"https://www.youtube.com/watch?v=F1ka6a13S9I&t=4192s
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https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#1-shuffle-and-split-your-data-into-train--dev--test-sets
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#2-measure-your-training-error-and-dev-set-error-and-calculate-bias-and-variance
Fix This First.https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-high-bias
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#3-do-you-have-high-bias-fix-this-first
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Fix High Variancehttps://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-high-variance
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#4-do-you-have-high-variance-fix-high-variance
fix your high variancehttps://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-high-variance
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#if-your-training-and-test-data-are-not-from-the-same-distribution
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#1-split-your-data
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#2-measure-your-errors-and-calculate-the-relevant-metrics
Fix Your High Biashttps://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-high-bias
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#3-do-you-have-high-bias-fix-your-high-bias
Fix high biashttps://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-high-bias
Fix Your High Variancehttps://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-high-variance
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#4-do-you-have-high-variance-fix-your-high-variance
Fix your high variancehttps://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-high-variance
Fix Your Train/Test Mismatchhttps://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-traintest-mismatch
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#4-do-you-have-traintest-mismatch-fix-your-traintest-mismatch
Fix your train/test mismatchhttps://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-traintest-mismatch
Fix Your Overfittinghttps://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-overfitting-of-your-dev-set
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#5-are-you-overfitting-your-dev-set-fix-your-overfitting
fix your dev set overfittinghttps://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-overfitting-of-your-dev-set
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-high-bias
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-high-variance
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-traintest-mismatch
https://github.com/ivyleavedtoadflax/DeepLearningProjectWorkflow#how-to-fix-overfitting-of-your-dev-set
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