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Exam Code:	Professional-Machine-Learning-Engineer
Exam Name:	Google Professional Machine Learning Engineer
Certification Provider:	Google
Free Question Number:	139
Version:	v2025-07-07
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# of Questions views:	8626
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Wade - Aug 27, 2025

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Exam Question List: Question 1: You recently deployed a scikit-learn model to a Vertex Al en...; Question 2: You are working on a system log anomaly detection model for ...; Question 3: You have created multiple versions of an ML model and have i...; Question 4: You are working on a prototype of a text classification mode...; Question 5: You are developing an ML model that predicts the cost of use...; Question 6: You developed a custom model by using Vertex Al to forecast ...; Question 7: You want to rebuild your ML pipeline for structured data on ...; Question 8: You are working with a dataset that contains customer transa...; Question 9: You work for an organization that operates a streaming music...; Question 10: You are creating a social media app where pet owners can pos...; Question 11: Your team has a model deployed to a Vertex Al endpoint You h...; Question 12: You are developing a process for training and running your c...; Question 13: You need to develop an image classification model by using a...; Question 14: You are building a TensorFlow model for a financial institut...; Question 15: You are creating a deep neural network classification model ...; Question 16: You work at a bank You have a custom tabular ML model that w...; Question 17: You work for an online grocery store. You recently developed...; Question 18: You work on a team that builds state-of-the-art deep learnin...; Question 19: You need to execute a batch prediction on 100 million record...; Question 20: Your company manages an application that aggregates news art...; Question 21: You need to design an architecture that serves asynchronous ...; Question 22: Your company manages an ecommerce website. You developed an ...; Question 23: You have trained an XGBoost model that you plan to deploy on...; Question 24: While running a model training pipeline on Vertex Al, you di...; Question 25: You are working on a classification problem with time series...; Question 26: You work for a company that is developing a new video stream...; Question 27: You are developing a custom image classification model in Py...; Question 28: You are using Keras and TensorFlow to develop a fraud detect...; Question 29: You built a deep learning-based image classification model b...; Question 30: You need to build an ML model for a social media application...; Question 31: You work at a gaming startup that has several terabytes of s...; Question 32: You have successfully deployed to production a large and com...; Question 33: You work for a retail company that is using a regression mod...; Question 34: You work as an ML researcher at an investment bank and are e...; Question 35: You have deployed a model on Vertex AI for real-time inferen...; Question 36: You recently joined an enterprise-scale company that has tho...; Question 37: You are creating a model training pipeline to predict sentim...; Question 38: You work at a gaming startup that has several terabytes of s...; Question 39: You developed a Vertex Al ML pipeline that consists of prepr...; Question 40: You work for a hospital that wants to optimize how it schedu...; Question 41: You were asked to investigate failures of a production line ...; Question 42: You are designing an architecture with a serverless ML syste...; Question 43: You want to train an AutoML model to predict house prices by...; Question 44: During batch training of a neural network, you notice that t...; Question 45: You are building a real-time prediction engine that streams ...; Question 46: You are developing a model to identify traffic signs in imag...; Question 47: You need to train a regression model based on a dataset cont...; Question 48: You are using Kubeflow Pipelines to develop an end-to-end Py...; Question 49: You work at an ecommerce startup. You need to create a custo...; Question 50: You work for a bank You have been asked to develop an ML mod...; Question 51: You have developed an AutoML tabular classification model th...; Question 52: You recently created a new Google Cloud Project After testin...; Question 53: You work for a retail company. You have created a Vertex Al ...; Question 54: You work for a gaming company that manages a popular online ...; Question 55: You recently used BigQuery ML to train an AutoML regression ...; Question 56: You are an ML engineer at a manufacturing company. You need ...; Question 57: You are developing models to classify customer support email...; Question 58: You work for a public transportation company and need to bui...; Question 59: You work for a pharmaceutical company based in Canada. Your ...; Question 60: Your data science team needs to rapidly experiment with vari...; Question 61: You are a lead ML engineer at a retail company. You want to ...; Question 62: You trained a model on data stored in a Cloud Storage bucket...; Question 63: You created an ML pipeline with multiple input parameters. Y...; Question 64: You have recently used TensorFlow to train a classification ...; Question 65: You recently trained a XGBoost model that you plan to deploy...; Question 66: You work for a large retailer and you need to build a model ...; Question 67: You work for a large technology company that wants to modern...; Question 68: You have written unit tests for a Kubeflow Pipeline that req...; Question 69: You recently joined a machine learning team that will soon r...; Question 70: You recently trained an XGBoost model on tabular data You pl...; Question 71: You have been asked to build a model using a dataset that is...; Question 72: You recently developed a wide and deep model in TensorFlow. ...; Question 73: You work for a telecommunications company You're building a ...; Question 74: You recently deployed a model to a Vertex Al endpoint Your d...; Question 75: You work for a company that sells corporate electronic produ...; Question 76: You work at an organization that maintains a cloud-based com...; Question 77: You work for a social media company. You need to detect whet...; Question 78: You lead a data science team at a large international corpor...; Question 79: You are developing ML models with Al Platform for image segm...; Question 80: You work for a large hotel chain and have been asked to assi...; Question 81: Your team needs to build a model that predicts whether image...; Question 82: You are working on a binary classification ML algorithm that...; Question 83: You built a custom ML model using scikit-learn. Training tim...; Question 84: You work for a company that provides an anti-spam service th...; Question 85: You work on the data science team for a multinational bevera...; Question 86: You are investigating the root cause of a misclassification ...; Question 87: You are an ML engineer at a regulated insurance company. You...; Question 88: You are an ML engineer at a large grocery retailer with stor...; Question 89: You developed a custom model by using Vertex Al to predict y...; Question 90: You are developing a mode! to detect fraudulent credit card ...; Question 91: You are building a linear regression model on BigQuery ML to...; Question 92: You recently built the first version of an image segmentatio...; Question 93: You recently used XGBoost to train a model in Python that wi...; Question 94: You recently developed a deep learning model using Keras, an...; Question 95: You are training a custom language model for your company us...; Question 96: You created a model that uses BigQuery ML to perform linear ...; Question 97: While performing exploratory data analysis on a dataset, you...; Question 98: You are developing a model to help your company create more ...; Question 99: You work for a biotech startup that is experimenting with de...; Question 100: You are an ML engineer responsible for designing and impleme...; Question 101: Your work for a textile manufacturing company. Your company ...; Question 102: You have deployed a scikit-learn model to a Vertex Al endpoi...; Question 103: You have built a model that is trained on data stored in Par...; Question 104: Your organization's call center has asked you to develop a m...; Question 105: You work for a large social network service provider whose u...; Question 106: You developed an ML model with Al Platform, and you want to ...; Question 107: You work for an international manufacturing organization tha...; Question 108: You work with a team of researchers to develop state-of-the-...; Question 109: You are training a deep learning model for semantic image se...; Question 110: You work on a growing team of more than 50 data scientists w...; Question 111: You received a training-serving skew alert from a Vertex Al ...; Question 112: You work for a semiconductor manufacturing company. You need...; Question 113: You work for a retail company. You have a managed tabular da...; Question 114: You recently designed and built a custom neural network that...; Question 115: You work for a magazine publisher and have been tasked with ...; Question 116: You are building a TensorFlow text-to-image generative model...; Question 117: You are building a predictive maintenance model to preemptiv...; Question 118: You work for a manufacturing company. You need to train a cu...; Question 119: You need to analyze user activity data from your company's m...; Question 120: You work with a data engineering team that has developed a p...; Question 121: You have created a Vertex Al pipeline that automates custom ...; Question 122: Your data science team has requested a system that supports ...; Question 123: You need to train a computer vision model that predicts the ...; Question 124: You have recently created a proof-of-concept (POC) deep lear...; Question 125: Your team is building a convolutional neural network (CNN)-b...; Question 126: You developed a BigQuery ML linear regressor model by using ...; Question 127: You have a demand forecasting pipeline in production that us...; Question 128: You recently deployed a pipeline in Vertex Al Pipelines that...; Question 129: You work at a leading healthcare firm developing state-of-th...; Question 130: You developed a Python module by using Keras to train a regr...; Question 131: You have developed a fraud detection model for a large finan...; Question 132: You are developing a training pipeline for a new XGBoost cla...; Question 133: As the lead ML Engineer for your company, you are responsibl...; Question 134: You are going to train a DNN regression model with Keras API...; Question 135: You are an ML engineer at an ecommerce company and have been...; Question 136: You are responsible for building a unified analytics environ...; Question 137: You deployed an ML model into production a year ago. Every m...; Question 138: Your company stores a large number of audio files of phone c...; Question 139: One of your models is trained using data provided by a third...

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