Why must ML practitioners expect to iterate through many approaches for a new problem?

Experienced ML researchers can typically identify the best approach for a new problem before running any experiments.

For a new ML problem, it is very _____ to know in advance which approach will work best.

Match each ML development concept to its accurate description per ML Yearning.

Order the steps of the typical iterative ML problem-solving process described in ML Yearning.

According to ML Yearning, how many ideas does an experienced ML researcher typically try before finding a satisfactory solution?

The difficulty of predicting the best ML approach in advance applies only to beginners, not to experienced researchers.

Even experienced ML researchers will usually try out many _____ of ideas before discovering something satisfactory.

Match each ML problem-solving claim to its correct implication according to ML Yearning.

Order the logical reasoning steps that explain why ML development must be iterative, per ML Yearning.

Explain the necessity of iterative experimentation in machine learning.

Advising a startup team on ML approach selection.

ML approach predictability for experts.