AWS Machine Learning Blog
Category: HAQM Managed Service for Apache Flink
Anomaly detection in streaming time series data with online learning using HAQM Managed Service for Apache Flink
In this post, we demonstrate how to build a robust real-time anomaly detection solution for streaming time series data using HAQM Managed Service for Apache Flink and other AWS managed services.
Use streaming ingestion with HAQM SageMaker Feature Store and HAQM MSK to make ML-backed decisions in near-real time
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. Businesses are increasingly using machine learning (ML) to make near-real-time decisions, such as placing an ad, assigning a driver, recommending a product, or even dynamically pricing products […]
Redact sensitive data from streaming data in near-real time using HAQM Comprehend and HAQM Kinesis Data Firehose
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. February 9, 2024: HAQM Kinesis Data Firehose has been renamed to HAQM Data Firehose. Read the AWS What’s New post to learn more. Near-real-time delivery of data […]
Translate, redact and analyze streaming data using SQL functions with HAQM Kinesis Data Analytics, HAQM Translate, and HAQM Comprehend
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. You may have applications that generate streaming data that is full of records containing customer case notes, product reviews, and social media messages, in many languages. Your […]
Smart city traffic anomaly detection using HAQM Lookout for Metrics and HAQM Kinesis Data Analytics Studio
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. Cities across the world are transforming their public services infrastructure with the mission of enhancing the quality of life of its residents. Roads and traffic management systems […]
Using streaming ingestion with HAQM SageMaker Feature Store to make ML-backed decisions in near-real time
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. Businesses are increasingly using machine learning (ML) to make near-real time decisions, such as placing an ad, assigning a driver, recommending a product, or even dynamically pricing […]