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README.md

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| 105 | [A Machine Learning Specialist is implementing a full Bayesian network on a dataset that describes public transit in New York City. One of the random variables is discrete, and represents the number of minutes New Yorkers wait for a bus given that the buses cycle every 10 minutes, with a mean of 3 minutes. Which prior probability distribution should the ML Specialist use for this variable?](#a-machine-learning-specialist-is-implementing-a-full-bayesian-network-on-a-dataset-that-describes-public-transit-in-new-york-city-one-of-the-random-variables-is-discrete-and-represents-the-number-of-minutes-new-yorkers-wait-for-a-bus-given-that-the-buses-cycle-every-10-minutes-with-a-mean-of-3-minutes-which-prior-probability-distribution-should-the-ml-specialist-use-for-this-variable)
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| 106 | [A Data Science team within a large company uses Amazon SageMaker notebooks to access data stored in Amazon S3 buckets. The IT Security team is concerned that internet-enabled notebook instances create a security vulnerability where malicious code running on the instances could compromise data privacy. The company mandates that all instances stay within a secured VPC with no internet access, and data communication traffic must stay within the AWS network. How should the Data Science team configure the notebook instance placement to meet these requirements?](#a-data-science-team-within-a-large-company-uses-amazon-sagemaker-notebooks-to-access-data-stored-in-amazon-s3-buckets-the-it-security-team-is-concerned-that-internet-enabled-notebook-instances-create-a-security-vulnerability-where-malicious-code-running-on-the-instances-could-compromise-data-privacy-the-company-mandates-that-all-instances-stay-within-a-secured-vpc-with-no-internet-access-and-data-communication-traffic-must-stay-within-the-aws-network-how-should-the-data-science-team-configure-the-notebook-instance-placement-to-meet-these-requirements)
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| 107 | [A company is observing low accuracy while training on the default built-in image classification algorithm in Amazon SageMaker. The Data Science team wants to use an Inception neural network architecture instead of a ResNet architecture. Which of the following will accomplish this? (Choose two.)](#a-company-is-observing-low-accuracy-while-training-on-the-default-built-in-image-classification-algorithm-in-amazon-sagemaker-the-data-science-team-wants-to-use-an-inception-neural-network-architecture-instead-of-a-resnet-architecture-which-of-the-following-will-accomplish-this-choose-two)
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| 108 | [A Machine Learning Specialist built an image classification deep learning model. However, the Specialist ran into an overfitting problem in which the training and testing accuracies were 99% and 75%, respectively. How should the Specialist address this issue and what is the reason behind it?](#a-machine-learning-specialist-built-an-image-classification-deep-learning-model-however-the-specialist-ran-into-an-overfitting-problem-in-which-the-training-and-testing-accuracies-were-99%25-and-75%25-respectively-how-should-the-specialist-address-this-issue-and-what-is-the-reason-behind-it)
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| 108 | [A Machine Learning Specialist built an image classification deep learning model. However, the Specialist ran into an overfitting problem in which the training and testing accuracies were 99% and 75%, respectively. How should the Specialist address this issue and what is the reason behind it?](##a-machine-learning-specialist-built-an-image-classification-deep-learning-model-however-the-specialist-ran-into-an-overfitting-problem-in-which-the-training-and-testing-accuracies-were-99-and-75-respectively-how-should-the-specialist-address-this-issue-and-what-is-the-reason-behind-it)
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| 109 | [A Machine Learning team uses Amazon SageMaker to train an Apache MXNet handwritten digit classifier model using a research dataset. The team wants to receive a notification when the model is overfitting. Auditors want to view the Amazon SageMaker log activity report to ensure there are no unauthorized API calls. What should the Machine Learning team do to address the requirements with the least amount of code and fewest steps?](#a-machine-learning-team-uses-amazon-sagemaker-to-train-an-apache-mxnet-handwritten-digit-classifier-model-using-a-research-dataset-the-team-wants-to-receive-a-notification-when-the-model-is-overfitting-auditors-want-to-view-the-amazon-sagemaker-log-activity-report-to-ensure-there-are-no-unauthorized-api-calls-what-should-the-machine-learning-team-do-to-address-the-requirements-with-the-least-amount-of-code-and-fewest-steps)
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| 110 | [A Machine Learning Specialist deployed a model that provides product recommendations on a company's website. Initially, the model was performing very well and resulted in customers buying more products on average. However, within the past few months, the Specialist has noticed that the effect of product recommendations has diminished and customers are starting to return to their original habits of spending less. The Specialist is unsure of what happened, as the model has not changed from its initial deployment over a year ago. Which method should the Specialist try to improve model performance?](#a-machine-learning-specialist-deployed-a-model-that-provides-product-recommendations-on-a-companys-website-initially-the-model-was-performing-very-well-and-resulted-in-customers-buying-more-products-on-average-however-within-the-past-few-months-the-specialist-has-noticed-that-the-effect-of-product-recommendations-has-diminished-and-customers-are-starting-to-return-to-their-original-habits-of-spending-less-the-specialist-is-unsure-of-what-happened-as-the-model-has-not-changed-from-its-initial-deployment-over-a-year-ago-which-method-should-the-specialist-try-to-improve-model-performance)
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| 111 | [A Machine Learning Specialist working for an online fashion company wants to build a data ingestion solution for the company's Amazon S3-based data lake. The Specialist wants to create a set of ingestion mechanisms that will enable future capabilities comprised of: Real-time analytics. Interactive analytics of historical data. Clickstream analytics. Product recommendations. Which services should the Specialist use?](#a-machine-learning-specialist-working-for-an-online-fashion-company-wants-to-build-a-data-ingestion-solution-for-the-companys-amazon-s3-based-data-lake-the-specialist-wants-to-create-a-set-of-ingestion-mechanisms-that-will-enable-future-capabilities-comprised-of-real-time-analytics-interactive-analytics-of-historical-data-clickstream-analytics-product-recommendations-which-services-should-the-specialist-use)

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