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Download AWS Certified Machine Learning - Specialty Exam Dumps

NEW QUESTION 54
A retail company intends to use machine learning to categorize new products A labeled dataset of current products was provided to the Data Science team The dataset includes 1 200 products The labeled dataset has
15 features for each product such as title dimensions, weight, and price Each product is labeled as belonging to one of six categories such as books, games, electronics, and movies.
Which model should be used for categorizing new products using the provided dataset for training?

A. A regression forest where the number of trees is set equal to the number of product categoriesB. A DeepAR forecasting model based on a recurrent neural network (RNN)C. An XGBoost model where the objective parameter is set to multi: softmaxD. A deep convolutional neural network (CNN) with a softmax activation function for the last layer

Answer: C

 

NEW QUESTION 55
A Machine Learning Specialist is developing a daily ETL workflow containing multiple ETL jobs The workflow consists of the following processes
* Start the workflow as soon as data is uploaded to Amazon S3
* When all the datasets are available in Amazon S3, start an ETL job to join the uploaded datasets with multiple terabyte-sized datasets already stored in Amazon S3
* Store the results of joining datasets in Amazon S3
* If one of the jobs fails, send a notification to the Administrator
Which configuration will meet these requirements?

A. Develop the ETL workflow using AWS Lambda to start an Amazon SageMaker notebook instance Use a lifecycle configuration script to join the datasets and persist the results in Amazon S3 Use an Amazon CloudWatch alarm to send an SNS notification to the Administrator in the case of a failureB. Develop the ETL workflow using AWS Batch to trigger the start of ETL jobs when data is uploaded to Amazon S3 Use AWS Glue to join the datasets in Amazon S3 Use an Amazon CloudWatch alarm to send an SNS notification to the Administrator in the case of a failureC. Use AWS Lambda to chain other Lambda functions to read and join the datasets in Amazon S3 as soon as the data is uploaded to Amazon S3 Use an Amazon CloudWatch alarm to send an SNS notification to the Administrator in the case of a failureD. Use AWS Lambda to trigger an AWS Step Functions workflow to wait for dataset uploads to complete in Amazon S3. Use AWS Glue to join the datasets Use an Amazon CloudWatch alarm to send an SNS notification to the Administrator in the case of a failure

Answer: A

 

NEW QUESTION 56
A manufacturing company has structured and unstructured data stored in an Amazon S3 bucket. A Machine Learning Specialist wants to use SQL to run queries on this data.
Which solution requires the LEAST effort to be able to query this data?

A. Use AWS Glue to catalogue the data and Amazon Athena to run queries.B. Use AWS Data Pipeline to transform the data and Amazon RDS to run queries.C. Use AWS Batch to run ETL on the data and Amazon Aurora to run the queries.D. Use AWS Lambda to transform the data and Amazon Kinesis Data Analytics to run queries.

Answer: C

 

NEW QUESTION 57
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?

A. Last observation carried forwardB. Multiple imputationC. Mean substitutionD. Listwise deletion

Answer: B

 

NEW QUESTION 58
The Chief Editor for a product catalog wants the Research and Development team to build a machine learning system that can be used to detect whether or not individuals in a collection of images are wearing the company's retail brand The team has a set of training data Which machine learning algorithm should the researchers use that BEST meets their requirements?

A. Recurrent neural network (RNN)B. K-meansC. Latent Dirichlet Allocation (LDA)D. Convolutional neural network (CNN)

Answer: B

 

NEW QUESTION 59
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