Starting your Machine Learning Project

  1. Identify problem type: classification, generation, regression
  2. Consider your data carefully
  3. Choose a simple model that fits 1. and 2.
  4. Consider your data carefully again… data representation
  5. Based on results, feedback loop to earliest possible point