| Exam Name: | Google Professional Machine Learning Engineer | ||
| Exam Code: | Professional-Machine-Learning-Engineer Dumps | ||
| Vendor: | Certification: | Machine Learning Engineer | |
| Questions: | 296 Q&A's | Shared By: | danyal |
Your team needs to build a model that predicts whether images contain a driver ' s license, passport, or credit card. The data engineering team already built the pipeline and generated a dataset composed of 10,000 images with driver ' s licenses, 1,000 images with passports, and 1,000 images with credit cards. You now have to train a model with the following label map: [ ' driversjicense ' , ' passport ' , ' credit_card ' ]. Which loss function should you use?
Your work for a textile manufacturing company. Your company has hundreds of machines and each machine has many sensors. Your team used the sensory data to build hundreds of ML models that detect machine anomalies Models are retrained daily and you need to deploy these models in a cost-effective way. The models must operate 24/7 without downtime and make sub millisecond predictions. What should you do?
You work for a startup that has multiple data science workloads. Your compute infrastructure is currently on-premises. and the data science workloads are native to PySpark Your team plans to migrate their data science workloads to Google Cloud You need to build a proof of concept to migrate one data science job to Google Cloud You want to propose a migration process that requires minimal cost and effort. What should you do first?
You are an ML engineer at a global shoe store. You manage the ML models for the company ' s website. You are asked to build a model that will recommend new products to the user based on their purchase behavior and similarity with other users. What should you do?