how to structure Machine learning projects

Question 1

Maximising and Satisficing

Answer 1

metrics for structuring

Question 2

End to end deep learning

Answer 2

eliminate steps such as feature creation, let the data speak

Question 3

Pro/con end to end deep learning

Answer 3

con: excludes potentially useful hand designed components, can potentially be very helpful, especially on a small training set.