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| 96 | [An office security agency conducted a successful pilot using 100 cameras installed at key locations within the main office. Images from the cameras were uploaded to Amazon S3 and tagged using Amazon Rekognition, and the results were stored in Amazon ES. The agency is now looking to expand the pilot into a full production system using thousands of video cameras in its office locations globally. The goal is to identify activities performed by non-employees in real time Which solution should the agency consider?](#an-office-security-agency-conducted-a-successful-pilot-using-100-cameras-installed-at-key-locations-within-the-main-office-images-from-the-cameras-were-uploaded-to-amazon-s3-and-tagged-using-amazon-rekognition-and-the-results-were-stored-in-amazon-es-the-agency-is-now-looking-to-expand-the-pilot-into-a-full-production-system-using-thousands-of-video-cameras-in-its-office-locations-globally-the-goal-is-to-identify-activities-performed-by-non-employees-in-real-time-which-solution-should-the-agency-consider)
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| 97 | [A Marketing Manager at a pet insurance company plans to launch a targeted marketing campaign on social media to acquire new customers. Currently, the company has the following data in Amazon Aurora: Profiles for all past and existing customers. Profiles for all past and existing insured pets. Policy-level information. Premiums received Claims paid. What steps should be taken to implement a machine learning model to identify potential new customers on social media?](#a-marketing-manager-at-a-pet-insurance-company-plans-to-launch-a-targeted-marketing-campaign-on-social-media-to-acquire-new-customers-currently-the-company-has-the-following-data-in-amazon-aurora-profiles-for-all-past-and-existing-customers-profiles-for-all-past-and-existing-insured-pets-policy-level-information-premiums-received-claims-paid-what-steps-should-be-taken-to-implement-a-machine-learning-model-to-identify-potential-new-customers-on-social-media)
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| 98 | [A manufacturing company has a large set of labeled historical sales data. The manufacturer would like to predict how many units of a particular part should be produced each quarter. Which machine learning approach should be used to solve this problem?](#a-manufacturing-company-has-a-large-set-of-labeled-historical-sales-data-the-manufacturer-would-like-to-predict-how-many-units-of-a-particular-part-should-be-produced-each-quarter-which-machine-learning-approach-should-be-used-to-solve-this-problem)
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| 99 | [An online reseller has a large, multi-column dataset with one column missing 30% of its data. A Machine Learning Specialist believes that certain columns in the dataset could be used to reconstruct the missing data. Which reconstruction approach should the Specialist use to preserve the integrity of the dataset?](#an-online-reseller-has-a-large-multi-column-dataset-with-one-column-missing-30%25-of-its-data-a-machine-learning-specialist-believes-that-certain-columns-in-the-dataset-could-be-used-to-reconstruct-the-missing-data-which-reconstruction-approach-should-the-specialist-use-to-preserve-the-integrity-of-the-dataset)
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| 99 | [An online reseller has a large, multi-column dataset with one column missing 30% of its data. A Machine Learning Specialist believes that certain columns in the dataset could be used to reconstruct the missing data. Which reconstruction approach should the Specialist use to preserve the integrity of the dataset?](#an-online-reseller-has-a-large-multi-column-dataset-with-one-column-missing-30-of-its-data-a-machine-learning-specialist-believes-that-certain-columns-in-the-dataset-could-be-used-to-reconstruct-the-missing-data-which-reconstruction-approach-should-the-specialist-use-to-preserve-the-integrity-of-the-dataset)
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| 100 | [A company is setting up an Amazon SageMaker environment. The corporate data security policy does not allow communication over the internet. How can the company enable the Amazon SageMaker service without enabling direct internet access to Amazon SageMaker notebook instances?](#a-company-is-setting-up-an-amazon-sagemaker-environment-the-corporate-data-security-policy-does-not-allow-communication-over-the-internet-how-can-the-company-enable-the-amazon-sagemaker-service-without-enabling-direct-internet-access-to-amazon-sagemaker-notebook-instances)
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| 101 | [Machine Learning Specialist is training a model to identify the make and model of vehicles in images. The Specialist wants to use transfer learning and an existing model trained on images of general objects. The Specialist collated a large custom dataset of pictures containing different vehicle makes and models. What should the Specialist do to initialize the model to re-train it with the custom data?](#machine-learning-specialist-is-training-a-model-to-identify-the-make-and-model-of-vehicles-in-images-the-specialist-wants-to-use-transfer-learning-and-an-existing-model-trained-on-images-of-general-objects-the-specialist-collated-a-large-custom-dataset-of-pictures-containing-different-vehicle-makes-and-models-what-should-the-specialist-do-to-initialize-the-model-to-re-train-it-with-the-custom-data)
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| 102 | [A Machine Learning Specialist has created a deep learning neural network model that performs well on the training data but performs poorly on the test data. Which of the following methods should the Specialist consider using to correct this? (Choose three.)](#a-machine-learning-specialist-has-created-a-deep-learning-neural-network-model-that-performs-well-on-the-training-data-but-performs-poorly-on-the-test-data-which-of-the-following-methods-should-the-specialist-consider-using-to-correct-this-choose-three)
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