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[Sagemaker] SK-Learn Model + Deploy (optional) #10

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danielkurniadi opened this issue Jan 4, 2020 · 0 comments
Open

[Sagemaker] SK-Learn Model + Deploy (optional) #10

danielkurniadi opened this issue Jan 4, 2020 · 0 comments
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@danielkurniadi

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@danielkurniadi
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Is your feature request related to a problem? Please describe.

  • Notebook explaining how to bring you own sklearn model to cloud.
  • Probably add data preprocessing + pipelining if possible
  • Fill in the blanks (FIB), at least 10 lines of FIB code

Describe the solution you'd like

  • Using NLP problems? Simple News Feed sentiment analysis would be cool 😎
  • Data pipelining can include: Text Cleaning --> Bag of Word --> TFIDF Vectorizer --> Model
  • Model can include one or two from but not limited to:
    • KNN
    • K-Means or Gaussian Mixture
    • Ridge Classifier
@danielkurniadi danielkurniadi self-assigned this Jan 6, 2020
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