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AI Engineering

Linear regression

Fit and interpret a linear regression model without contaminating evaluation data.

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Where this chapter sits in the course

Lessons

Chapter 17 of 25 · 6 short lessons · 22 min
  1. 1Linear regression predictions3 min
  2. 2Loss and model fitting3 min
  3. 3Fitting linear regression4 min
  4. 4Coefficient interpretation3 min
  5. 5Training and validation errors3 min
  6. 6Challenge: Linear regression6 min

What you'll learn

  • Fit a linear regression model using a suitable loss
  • Interpret coefficients and evaluate held-out predictions

Your plan from this chapter

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