ML - Supervised Learning

Ref: https://www.udemy.com/course/aws-ai-practitioner-certified/learn/lecture/44886601

Regression Algorithms

Classification Algorithms

Training, Validation, and Test Sets

  1. Training Set: trains the model
  2. Validation Set: validates model performance between training iterations
  3. Test Set: evaluates final model performance (after all training has been done)