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Question 60/123
Your team has a model deployed to a Vertex Al endpoint You have created a Vertex Al pipeline that automates the model training process and is triggered by a Cloud Function. You need to prioritize keeping the model up-to-date, but also minimize retraining costs. How should you configure retraining'?
Correct Answer: B
- Question List (123q)
- Question 1: You are building a real-time prediction engine that streams ...
- Question 2: You are an ML engineer at a manufacturing company. You need ...
- Question 3: Your organization wants to make its internal shuttle service...
- Question 4: Your company manages an ecommerce website. You developed an ...
- Question 5: You are building a TensorFlow model for a financial institut...
- Question 6: You need to train a natural language model to perform text c...
- Question 7: You work for a pharmaceutical company based in Canad a. Your...
- Question 8: You have a demand forecasting pipeline in production that us...
- Question 9: You work for an online grocery store. You recently developed...
- Question 10: You are an ML engineer at a travel company. You have been re...
- Question 11: You recently deployed a model lo a Vertex Al endpoint and se...
- Question 12: You recently used XGBoost to train a model in Python that wi...
- Question 13: You work for a bank with strict data governance requirements...
- Question 14: You are an ML engineer at a large grocery retailer with stor...
- Question 15: You are developing models to classify customer support email...
- Question 16: You have developed an application that uses a chain of multi...
- Question 17: You work at a bank You have a custom tabular ML model that w...
- Question 18: You are designing an architecture with a serverless ML syste...
- Question 19: You have recently used TensorFlow to train a classification ...
- Question 20: You are an ML engineer at a bank. You have developed a binar...
- Question 21: You are deploying a new version of a model to a production V...
- Question 22: You need to train a regression model based on a dataset cont...
- Question 23: You are training an object detection machine learning model ...
- Question 24: You manage a team of data scientists who use a cloud-based b...
- Question 25: You are working on a binary classification ML algorithm that...
- Question 26: You are working on a system log anomaly detection model for ...
- Question 27: You are the Director of Data Science at a large company, and...
- Question 28: Your data science team has requested a system that supports ...
- Question 29: You are training an LSTM-based model on Al Platform to summa...
- Question 30: You work for a large social network service provider whose u...
- Question 31: You work for an online publisher that delivers news articles...
- Question 32: Your company manages an application that aggregates news art...
- Question 33: Your organization's call center has asked you to develop a m...
- Question 34: You work for a hotel and have a dataset that contains custom...
- Question 35: You want to train an AutoML model to predict house prices by...
- Question 36: You need to analyze user activity data from your company's m...
- Question 37: You are going to train a DNN regression model with Keras API...
- Question 38: You work for a retail company. You have created a Vertex Al ...
- Question 39: You are developing a mode! to detect fraudulent credit card ...
- Question 40: You work for a bank and are building a random forest model f...
- Question 41: As the lead ML Engineer for your company, you are responsibl...
- Question 42: You are developing a Kubeflow pipeline on Google Kubernetes ...
- Question 43: You work for a retail company. You have a managed tabular da...
- Question 44: You are a lead ML engineer at a retail company. You want to ...
- Question 45: You are developing ML models with Al Platform for image segm...
- Question 46: You built a deep learning-based image classification model b...
- Question 47: You are an ML engineer at a manufacturing company You are cr...
- Question 48: You are building a model to predict daily temperatures. You ...
- Question 49: You are building a MLOps platform to automate your company's...
- Question 50: You have trained an XGBoost model that you plan to deploy on...
- Question 51: You trained a text classification model. You have the follow...
- Question 52: You are collaborating on a model prototype with your team. Y...
- Question 53: You have a functioning end-to-end ML pipeline that involves ...
- Question 54: You are working with a dataset that contains customer transa...
- Question 55: During batch training of a neural network, you notice that t...
- Question 56: You have developed a BigQuery ML model that predicts custome...
- Question 57: You have been asked to productionize a proof-of-concept ML m...
- Question 58: You work for a biotech startup that is experimenting with de...
- Question 59: You are working on a classification problem with time series...
- Question 60: Your team has a model deployed to a Vertex Al endpoint You h...
- Question 61: You developed an ML model with Al Platform, and you want to ...
- Question 62: You work at a subscription-based company. You have trained a...
- Question 63: You are training an ML model on a large dataset. You are usi...
- Question 64: You developed a Vertex Al pipeline that trains a classificat...
- Question 65: You work for a rapidly growing social media company. Your te...
- Question 66: You built a custom ML model using scikit-learn. Training tim...
- Question 67: You work for a semiconductor manufacturing company. You need...
- Question 68: You work for an online retail company that is creating a vis...
- Question 69: You recently designed and built a custom neural network that...
- Question 70: Your team trained and tested a DNN regression model with goo...
- Question 71: You manage a team of data scientists who use a cloud-based b...
- Question 72: You developed a Vertex Al ML pipeline that consists of prepr...
- Question 73: You work for a retail company. You have been asked to develo...
- Question 74: You work for a bank. You have created a custom model to pred...
- Question 75: You are training models in Vertex Al by using data that span...
- Question 76: You work for a social media company. You need to detect whet...
- Question 77: You recently used BigQuery ML to train an AutoML regression ...
- Question 78: You are training an ML model using data stored in BigQuery t...
- Question 79: You are developing a process for training and running your c...
- Question 80: You work at a large organization that recently decided to mo...
- Question 81: You recently deployed a scikit-learn model to a Vertex Al en...
- Question 82: You recently deployed a model to a Vertex Al endpoint Your d...
- Question 83: You are working on a prototype of a text classification mode...
- Question 84: You recently trained an XGBoost model on tabular data You pl...
- Question 85: You recently created a new Google Cloud Project After testin...
- Question 86: You have been asked to develop an input pipeline for an ML t...
- Question 87: You work for a company that captures live video footage of c...
- Question 88: You need to deploy a scikit-learn classification model to pr...
- Question 89: You recently developed a wide and deep model in TensorFlow. ...
- Question 90: You work for a retailer that sells clothes to customers arou...
- Question 91: Your data science team is training a PyTorch model for image...
- Question 92: You are an ML engineer at an ecommerce company and have been...
- Question 93: You are building a TensorFlow text-to-image generative model...
- Question 94: Your task is classify if a company logo is present on an ima...
- Question 95: You are an ML engineer responsible for designing and impleme...
- Question 96: You work on an operations team at an international company t...
- Question 97: You need to build an ML model for a social media application...
- Question 98: You have been tasked with deploying prototype code to produc...
- Question 99: You have recently trained a scikit-learn model that you plan...
- Question 100: You need to execute a batch prediction on 100 million record...
- Question 101: You are developing an ML model intended to classify whether ...
- Question 102: You are an ML engineer at a regulated insurance company. You...
- Question 103: You are pre-training a large language model on Google Cloud....
- Question 104: You have written unit tests for a Kubeflow Pipeline that req...
- Question 105: Your organization wants to make its internal shuttle service...
- Question 106: You have created a Vertex Al pipeline that includes two step...
- Question 107: You are building a linear regression model on BigQuery ML to...
- Question 108: You work for an auto insurance company. You are preparing a ...
- Question 109: You work for an online travel agency that also sells adverti...
- Question 110: You recently developed a deep learning model using Keras, an...
- Question 111: You lead a data science team at a large international corpor...
- Question 112: You work for an online retailer. Your company has a few thou...
- Question 113: You have deployed multiple versions of an image classificati...
- Question 114: You work on a team that builds state-of-the-art deep learnin...
- Question 115: You are implementing a batch inference ML pipeline in Google...
- Question 116: Your organization manages an online message board A few mont...
- Question 117: You work for a large retailer and you need to build a model ...
- Question 118: You created an ML pipeline with multiple input parameters. Y...
- Question 119: You are building an ML model to predict trends in the stock ...
- Question 120: You work for an international manufacturing organization tha...
- Question 121: You are responsible for building a unified analytics environ...
- Question 122: You need to quickly build and train a model to predict the s...
- Question 123: You work for a public transportation company and need to bui...
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