Exam Professional Machine Learning Engineer topic 1 question 204 discussion

>>" You have been given a sufficient budget to train models on Google Cloud" it is rare to see a company give enough money to run a mission-critical project.

My vote is B

quickly create an initial model = automl

went with B

By doing B we are doing D. I suppose B in more specific about the model and thus "more" correct? Thoughts?

B makes the most sense, data is already labelled and a pretrained model may not fit for this specific case

Speed: AutoML excels in creating high-quality models with minimal code and setup, significantly accelerating model development. Ease of use: It provides a user-friendly interface and automates many aspects of model training, making it accessible even for those without extensive ML expertise. Automatic optimization: AutoML automatically handles hyperparameter tuning, feature engineering, and architecture selection, reducing manual effort and expertise required. Custom object detection: It supports custom object detection tasks, directly addressing the need to identify damaged parts in images.