
Google Professional Machine Learning Engineer
Get started today
Ultimate access to all questions.
You are tasked with developing a predictive model for detecting potential failures in a critical machine part. Your dataset includes a multivariate time series and corresponding labels that indicate whether a part failure occurred. Recently, you have been exploring various preprocessing and modeling techniques using a Vertex AI Workbench notebook. To effectively monitor your experiments, you need to log data and record artifacts from each run. What steps should you take to properly set up and track your experiments?
You are tasked with developing a predictive model for detecting potential failures in a critical machine part. Your dataset includes a multivariate time series and corresponding labels that indicate whether a part failure occurred. Recently, you have been exploring various preprocessing and modeling techniques using a Vertex AI Workbench notebook. To effectively monitor your experiments, you need to log data and record artifacts from each run. What steps should you take to properly set up and track your experiments?
Exam-Like