Towards AI

FEBRUARY 29, 2024

Within this article, we will explore the significance of these pipelines and utilise robust tools such as Apache Kafka and Spark to manage vast streams of data efficiently. Apache Kafka Apache Kafka is a distributed event streaming platform used for building real-time data pipelines and streaming applications.

Apache Kafka 142

Apache Kafka SQL Clustering Data Pipeline 142

phData

MAY 3, 2024

How Snowflake Helps Achieve Real-Time Analytics Snowflake is the ideal platform to achieve real-time analytics for several reasons, but two of the biggest are its ability to manage concurrency due to the multi-cluster architecture of Snowflake and its robust connections to 3rd party tools like Kafka. Looking for additional help?

Apache Kafka 52

Apache Kafka Analytics Analytics ETL 52

AWS Machine Learning Blog

OCTOBER 9, 2024

Customers can use the CloudFormation template to bring up an application stack that receives time-series data from an Amazon Managed Streaming for Apache Kafka (Amazon MSK) streaming source and performs near-real-time anomaly detection in the streaming data. How can I export anomalies data before deleting the resources?

AWS 84

AWS ML ML Data Quality 84

Pickl AI

JULY 29, 2024

Download and extract the Apache Hadoop distribution on all nodes. The open-source software is also free to download and use. Although tools like Apache Kafka and Apache Spark can integrate with Hadoop for real-time processing, managing these additional components can add complexity to the architecture.

Hadoop 52

Hadoop Clustering Big Data Big Data 52

The MLOps Blog

FEBRUARY 5, 2023

For example, before any video streaming services, users had to wait for videos or audio to get downloaded. 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.

Machine Learning 72

Machine Learning Machine Learning Data Pipeline Apache Kafka 72

DagsHub

OCTOBER 23, 2024

Apache Kafka Apache Kafka is a distributed event streaming platform for real-time data pipelines and stream processing. Data Processing Tools These tools are essential for handling large volumes of unstructured data. It allows unstructured data to be moved and processed easily between systems.

Machine Learning 52

Machine Learning Machine Learning Data Lakes AI 52

The MLOps Blog

MARCH 15, 2023

Typical examples include: Airbyte Talend Apache Kafka Apache Beam Apache Nifi While getting control over the process is an ideal position an organization wants to be in, the time and effort needed to build such systems are immense and frequently exceeds the license fee of a commercial offering.

Data Pipeline 59

Data Pipeline ETL SQL Data Quality 59