Automating Supervised Machine Learning Pipeline Development

Automating Supervised Machine Learning Pipeline Development

Data Science Dojo via YouTube Direct link

– Introduction

1 of 11

1 of 11

– Introduction

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Automating Supervised Machine Learning Pipeline Development

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  1. 1 – Introduction
  2. 2 – The highest level
  3. 3 – Supervised machine learning essence
  4. 4 – Features - Missing values
  5. 5 – Features - Data cleaning perception Vs reality
  6. 6 – Features - Encoding
  7. 7 – Features - Normalize
  8. 8 – Correlation - Methods
  9. 9 – Engineering features
  10. 10 – Human oversight
  11. 11 – Complete pipeline

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