ENGINEERING ECE SageMaker

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ENGINEERING ECE SageMaker Hyperparameter tuning in SageMaker is ___________________. Automatic once enabled c Training Data for SageMaker models is ___________________. Stored in S3 c Inference... code _________________________. Gets predictions from a model Hold-Out dataset is used for _________________. Validation Hyperparameters are _______________________. Model-specific parameters which are preset before training C SageMaker metrics are captured by ______________. CloudWatch Which of the following algorithms is best suited for detecting malicious server activity? IP Insights c Asynchronous Predictions are possible in SageMaker through _________________. BatchTranform c Custom Algorithms can be implemeted via _________________. Docker and Jupyter Which of the following is a statically typed language preferred for performance in Machine Learning tasks? Scala c =+}+++++}}+}+}++}+}+ Metrics are used to ____________________. Control Auto-scaling and manage search results Control Auto Scaling and AWS Marketplace results Control Auto scaling All the options c Manage Search and Autoscaling Manage Search Results Search results of models can be traced to ___________________. Hyper parameters and metrics x Hyperparameters Training job Training dataset Metrics All the given options x Cross-Platform Model Deployment for inferences is enabled through ______________. SageMaker Neo Elastic Inference SageMaker Hosting Inference Pipelines Auto-Scaling is suited for ____________________. Asynchronous Predictions Production Environment x Batch Tansform All the options x Pause and Resume of Hyperparameter tuning jobs are _______________. Supported with additional instance pricing Not supported x Specific to a few types of hyperparameters Supported by a limited number of algorithms It is mandatory to capture metrics for custom models ________________. All the options x To use regular expressions and metric tuning To specify logged data and use regular expressions To specify data to be logged To specify logged data and metric tuning To use regular expressions x Automated Hyperparameter tuning is not recommended for ___________________. All the given options x Too many Hyperparameters (>20) None of the options Complex models Multilayer Neural Networks Log scaled parameters for hyperparameter tuning _____________________. Must be specified beforehand Are not supported x Is automatically detected Must be scaled linearly beforehand x Can be specified or automatically detected We can ensure models are secure, at ease, _________________________________. when we manually check for malicious scripts and packages when they are pre-approved in MarketPlace x when we integrate anti-virus software with SageMaker when we subscribe from popular vendors x Accuracy over long time can be maintained using _________________. public artifacts for training incremental training with inference data None of the options All the options X hyperparameter tuning with range change In fast-moving domains, the facets of faceted search are _____________. Static Attributes c Categories Color is _________. Intuitive: everyone understands it without explanation Consistent: everyone sees colors the same way Cultural: your background decides what colors will mean to you c If you want to improve product quality and only adjust the testing process. Then _________. You save money by not doing user research You address usability problems in the later cycles You waste development effort c Which part of a link or menu item is the most important for information scent? The first 2 words c The last 2 words The first 4 words Which of the following IS NOT a useful characteristic of menu terms? Ambiguous c Familiar Appropriate x A common problem in design and development processes is _________. Lack of direct access to users c Lack of direct access to testers Lack of direct access to developers x Which of the following IS NOT a Gestalt principle of visual perception? Affinity c Similarity Proximity Visual design benchmark metrics include ___________. Both the options c Color Layout When mapping goals, which is best? Equivalence search Class-inclusion match x Explicit match c In layout grids, what is the best approach to alignment points? The more the merrier Don't use them The fewer the better c A common problem in design and development processes is _________. Lack of direct access to users Lack of direct access to testers Lack of direct access to developers x Empathetic design ______________. Tries to make the team seem more real to users x Focuses primarily on older people Tries to make users seem more real to the team c Which of the following IS NOT a good forms design guideline? Minimize the movement between mouse and keyboard Maximize the movement between mouse and keyboard c Treat user input as valuable and be flexible in its interpretation x [Show More]

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