Forecasting the Future - An Introduction to Machine Learning for Weather Prediction in Native Ruby

Forecasting the Future - An Introduction to Machine Learning for Weather Prediction in Native Ruby

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Training vs Testing Data

12 of 21

12 of 21

Training vs Testing Data

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Forecasting the Future - An Introduction to Machine Learning for Weather Prediction in Native Ruby

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  1. 1 Introduction
  2. 2 Why this talk
  3. 3 Agenda
  4. 4 Tools
  5. 5 Libraries
  6. 6 Setting up the problem
  7. 7 Collecting data
  8. 8 Data preparation
  9. 9 Data cleanup
  10. 10 The 8020 rule
  11. 11 Training the model
  12. 12 Training vs Testing Data
  13. 13 Linear Regression
  14. 14 Slope Equation
  15. 15 Linear Regression Model
  16. 16 Predict Function
  17. 17 Recap
  18. 18 Thank you
  19. 19 Give away
  20. 20 Email list
  21. 21 X value

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