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Classroom Contents
Forecasting the Future - An Introduction to Machine Learning for Weather Prediction in Native Ruby
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- 1 Introduction
- 2 Why this talk
- 3 Agenda
- 4 Tools
- 5 Libraries
- 6 Setting up the problem
- 7 Collecting data
- 8 Data preparation
- 9 Data cleanup
- 10 The 8020 rule
- 11 Training the model
- 12 Training vs Testing Data
- 13 Linear Regression
- 14 Slope Equation
- 15 Linear Regression Model
- 16 Predict Function
- 17 Recap
- 18 Thank you
- 19 Give away
- 20 Email list
- 21 X value
