AWS Machine Learning Blog

APRIL 18, 2025

Retrieval Augmented Generation (RAG) enhances AI responses by combining the generative AI models capabilities with information from external data sources, rather than relying solely on the models built-in knowledge. The solution enables real-time analysis of customer feedback through vector embeddings and large language models (LLMs).

Apache Kafka 95

Apache Kafka AWS Clustering Database 95

IBM Journey to AI blog

SEPTEMBER 4, 2024

Apache Kafka is an open-source , distributed streaming platform that allows developers to build real-time, event-driven applications. With Apache Kafka, developers can build applications that continuously use streaming data records and deliver real-time experiences to users. How does Apache Kafka work?

Apache Kafka 58

Apache Kafka Internet of Things Data Pipeline Clustering 58

Data Science Dojo

JULY 24, 2023

This data, often referred to as Big Data , encompasses information from various sources, including social media interactions, online transactions, sensor data, and more. Internet of Things (IoT) Data Processing: Stream processing is vital for handling continuous data streams from IoT devices, enabling real-time monitoring and control.

Big Data 195

Big Data Big Data Data Engineering Data Engineering 195

Pickl AI

JULY 24, 2023

Real-time data ingestion is the practise of gathering and analysing information as it is produced, without little to no lag between the emergence of the data and its accessibility for analysis. Traders need up-to-the-second information to make informed decisions. What is Real-Time Data Ingestion?

Internet of Things 52

Internet of Things Apache Kafka ETL Azure 52

Pickl AI

DECEMBER 2, 2024

This explosive growth of data is driven by various factors, including the proliferation of internet-connected devices, social media interactions, and the increasing digitization of business processes. As organisations collect vast amounts of information from various sources, ensuring data quality becomes critical.

Big Data 52

Big Data Big Data Data Lakes Apache Hadoop 52

Pickl AI

NOVEMBER 25, 2024

This explosive growth of data is driven by various factors, including the proliferation of internet-connected devices, social media interactions, and the increasing digitization of business processes. As organisations collect vast amounts of information from various sources, ensuring data quality becomes critical.

Big Data 52

Big Data Big Data Data Lakes Apache Hadoop 52

The MLOps Blog

FEBRUARY 5, 2023

Streaming data is a continuous flow of information and a foundation of event-driven architecture software model” – RedHat Enterprises around the world are becoming dependent on data more than ever. Thus, a large amount of information can be collected, analysed, and stored. What is streaming data?

Machine Learning 72

Machine Learning Machine Learning Data Pipeline Apache Kafka 72