Section: Week 2 - Predict wildfire risk | Computational Science & Computational Learning with Python and MATLAB

Section outline

Linear regression for data fitting and forecasting of wildfire risk. Coding content: datasets and vectorized operations.
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  Modeling & coding
  
  Select activity Predict wildfire risk - From real life to math
  
  Predict wildfire risk - From real life to math Page
  
  Students must
  
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  Select activity Predict wildfire risk - Python: vectorized operations, datasets
  
  Predict wildfire risk - Python: vectorized operations, datasets Page
  
  Students must
  
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  Select activity Predict wildfire risk - MATLAB®: vectorized operations, datasets
  
  Predict wildfire risk - MATLAB®: vectorized operations, datasets Page
  
  Students must
  
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  Select activity Predict wildfire risk - Wrap-up and Challenges
  
  Predict wildfire risk - Wrap-up and Challenges Page
  
  Students must
  
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  ...and now it's your turn
  
  Select activity Predict wildfire risk - Challenge 1: Using the Buildup Index
  
  Predict wildfire risk - Challenge 1: Using the Buildup Index Page
  
  Students must
  
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  Select activity Predict wildfire risk - Challenge 2: Compute the coefficient of determination R²
  
  Predict wildfire risk - Challenge 2: Compute the coefficient of determination R² Page
  
  Students must
  
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  Select activity Predict wildfire risk - Handouts
  
  Predict wildfire risk - Handouts File
  
  Students must
  
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  Quiz
  
  Select activity Quiz - Week 2
  
  Quiz - Week 2
  
  Students must
  
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  Receive a grade
  
  Receive a passing grade

Section outline

Modeling & coding

...and now it's your turn

Quiz