AWS Machine Learning Blog

APRIL 18, 2025

Think of the examples of clickstream data, credit card swipes, Internet of Things (IoT) sensor data, log analysis and commodity priceswhere both current data and historical trends are important to make a learned decision. In this step, you follow the detailed instructions that are mentioned at Create a topic in the Amazon MSK cluster.

Apache Kafka 94

Apache Kafka AWS Clustering Database 94

ODSC - Open Data Science

MAY 31, 2023

Be sure to check out his talk, “ Apache Kafka for Real-Time Machine Learning Without a Data Lake ,” there! The combination of data streaming and machine learning (ML) enables you to build one scalable, reliable, but also simple infrastructure for all machine learning tasks using the Apache Kafka ecosystem.

Data Lakes 131

Data Lakes Machine Learning Machine Learning Apache Kafka 131

The MLOps Blog

FEBRUARY 5, 2023

There are a number of tools that can help with streaming data collection and processing, some popular ones include: Apache Kafka : An open-source, distributed event streaming platform that can handle millions of events per second. It can be used to collect, store, and process streaming data in real-time. Happy Learning!

Machine Learning 72

Machine Learning Machine Learning Data Pipeline Apache Kafka 72