/Simple-Regression

Simple Regression Assignment - First week of "Machine Learning: Regression" course on Coursera.

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Simple-Regression

Simple Regression Assignment - First week of "Machine Learning: Regression" course on Coursera.

What I did:

  • Use graphlab SArray and SFrame functions to compute important summary statistics.
  • Write a function to compute the Simple Linear Regression weights using the closed form solution.
  • Write a function to make predictions of the output given the input feature.
  • Turn the regression around to predict the input given the output.
  • Compare two different models for predicting house prices.

View my Trello board to follow my journey.