AWS Machine Learning

OCTOBER 5, 2022

The decision tree provided the cut-offs for each metric, which we included as rules-based logic in the streaming application. At the end, we found that the LightGBM model worked best with well-calibrated accuracy metrics. To evaluate the performance of the models, we used multiple techniques.

Calibration 95

Calibration Engineering Automotive Analytics 95

AWS Machine Learning

MAY 25, 2023

For example, you may want to group similar queries such as “What is Amazon Kendra” and “What is the purpose of Amazon Kendra” together so that you can effectively analyze the metrics and gain a deeper understanding of the data. The Lambda functions upload the search metrics to an Amazon Simple Storage Service (Amazon S3) bucket.

Automotive 75

Automotive Metrics Analytics APIs 75

AWS Machine Learning

JULY 3, 2023

ResourceId=resource_id, # Endpoint name ScalableDimension="sagemaker:variant:DesiredInstanceCount", # SageMaker supports only Instance Count PolicyType="TargetTrackingScaling", # 'StepScaling'|'TargetTrackingScaling' TargetTrackingScalingPolicyConfiguration={ "TargetValue": 5.0, # The target value for the metric.

Calibration 86

Calibration APIs Scripts Automotive 86

AWS Machine Learning

NOVEMBER 22, 2023

In this innovation talk, hear how the largest industries, from healthcare and financial services to automotive and media and entertainment, are using generative AI to drive outcomes for their customers. See demos on how to build analytics dashboards and integrations between LLMs and Amazon QuickSight to visualize your key metrics.

Engineering 115

Engineering Best practices APIs Government 115