Remove 2021 Remove Apache Kafka Remove Clustering
article thumbnail

Transitioning off Amazon Lookout for Metrics 

AWS Machine Learning Blog

The service, which was launched in March 2021, predates several popular AWS offerings that have anomaly detection, such as Amazon OpenSearch , Amazon CloudWatch , AWS Glue Data Quality , Amazon Redshift ML , and Amazon QuickSight. Resources created by Amazon Lookout for Metrics internally will be deleted after October 10, 2025. Choose Delete.

AWS 97
article thumbnail

Bundesliga Match Fact Ball Recovery Time: Quantifying teams’ success in pressing opponents on AWS

AWS Machine Learning Blog

Since Steffen Baumgart took over as coach at FC Köln in 2021, the team has managed to lift themselves from the bottom and has established a steady position in the middle of the table. Additionally, the ball recovery times are sent to a specific topic in the MSK cluster, where they can be accessed by other Bundesliga Match Facts.

AWS 101
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Discover the Most Important Fundamentals of Data Engineering

Pickl AI

billion in 2021 and is expected to grow at a CAGR of 11.0% from 2021 to 2026. Among these tools, Apache Hadoop, Apache Spark, and Apache Kafka stand out for their unique capabilities and widespread usage. The global data integration market was valued at USD 11.6

article thumbnail

ML Pipeline Architecture Design Patterns (With 10 Real-World Examples)

The MLOps Blog

Apache Kafka, Amazon Kinesis) 2 Data Preprocessing (e.g., Other areas in ML pipelines: transfer learning, anomaly detection, vector similarity search, clustering, etc. 2021, July 15). Today different stages exist within ML pipelines built to meet technical, industrial, and business requirements. 1 Data Ingestion (e.g.,

ML 52