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Courses, in 8 stages

  1. 01Programming for AI/ML9 courses
  2. 02Statistics and ML Algorithms11 courses
  3. 03MLOps12 courses
  4. 04Deep Learning6 courses
  5. 05Agentic AI10 courses
  6. 06Time Series Forecasting9 courses
  7. 07Industry DS Projects15 courses
  8. 08Special Topics13 courses
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  1. Courses
  2. Fixed and Mixed Effects Modelling
  3. Fixed and Mixed Effects Modelling

Take Home Exercise

Video · 5 min · Lesson 11 of 11

PreviousMixed Effects Model FormulationLast lesson of the courseBack to the course

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Machine LearningFixed and Mixed Effects Modelling

    1. Background of the problemFree9 min
    2. Download Resources1 min
    3. What are mixed effects models?Free7 min
    4. Problem StatementFree4 min
    5. Build Linear RegressionFree12 min
    6. Segmented Linear RegressionFree3 min
    7. Course Review1 min
    8. Fixed Effect Model Modeling Cat as Fixed effectFree7 min
    9. Is it a Fixed Effect or Random Effect?Free3 min
    10. Mixed Effects Model FormulationFree14 min
    11. Take Home ExerciseFree5 min

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