AWS Big Data Blog
Category: Intermediate (200)
Amazon EMR Serverless cost estimator
Amazon EMR Serverless is a serverless option in Amazon EMR that makes it easy for data analysts and engineers to run applications using open-source big data analytics frameworks such as Apache Spark and Hive without configuring, managing, and scaling clusters or servers. You get all the features of the latest open-source frameworks with the performance-optimized […]
Analyze real-time streaming data in Amazon MSK with Amazon Athena
Recent advances in ease of use and scalability have made streaming data easier to generate and use for real-time decision-making. Coupled with market forces that have forced businesses to react more quickly to industry changes, more and more organizations today are turning to streaming data to fuel innovation and agility. Amazon Managed Streaming for Apache […]
Create, Train and Deploy Multi Layer Perceptron (MLP) models using Amazon Redshift ML
Amazon Redshift is a fully managed and petabyte-scale cloud data warehouse which is being used by tens of thousands of customers to process exabytes of data every day to power their analytics workloads. Amazon Redshift comes with a feature called Amazon Redshift ML which puts the power of machine learning in the hands of every […]
How dynamic data masking support in Amazon Redshift helps achieve data privacy and compliance
Amazon Redshift is a fast, petabyte-scale cloud data warehouse delivering the best price–performance. It makes it fast, simple, and cost-effective to analyze all your data using standard SQL and your existing business intelligence (BI) tools. Today, tens of thousands of customers run business-critical workloads on Amazon Redshift. Dynamic data masking (DDM) support in Amazon Redshift […]
Gain visibility into your Amazon MSK cluster by deploying the Conduktor Platform
This is a guest post by AWS Data Hero and co-founder of Conduktor, Stephane Maarek. Deploying Apache Kafka on AWS is now easier, thanks to Amazon Managed Streaming for Apache Kafka (Amazon MSK). In a few clicks, it provides you with a production-ready Kafka cluster on which you can run your applications and create data […]
New analytical questions available in Amazon QuickSight Q: “Why” and “Forecast”
Amazon QuickSight Q uses machine learning (ML) to enable any user to ask questions about business data in natural language and receive accurate answers with relevant visualizations in seconds. Today, Amazon QuickSight announces support for two new question types that simplify and scale complex analytical tasks using natural language: “forecast” and “why.” In this post, […]
Run queries concurrently and see query history using Amazon Redshift Query Editor v2
Amazon Redshift is a fast, fully managed, petabyte-scale cloud data warehouse. You have the flexibility to choose from provisioned and serverless compute modes. You can start loading and querying large datasets conveniently in Amazon Redshift using Amazon Redshift Query Editor v2, a web-based SQL client application. Query Editor v2 empowers your technical and business teams […]
Get started with data integration from Amazon S3 to Amazon Redshift using AWS Glue interactive sessions
Organizations are placing a high priority on data integration, especially to support analytics, machine learning (ML), business intelligence (BI), and application development initiatives. Data is growing exponentially and is generated by increasingly diverse data sources. Data integration becomes challenging when processing data at scale and the inherent heavy lifting associated with infrastructure required to manage […]
Announcing AWS Glue crawler support for Snowflake
For data lake customers who need to discover petabytes of data, AWS Glue crawlers are a popular way to scan data in the background, so you can focus on using the data to make better intelligent decisions. You may also have data in data warehouses such as Snowflake and want the ability to discover the […]
How SOCAR built a streaming data pipeline to process IoT data for real-time analytics and control
August 30, 2023: Amazon Kinesis Data Analytics has been renamed to Amazon Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. SOCAR is the leading Korean mobility company with strong competitiveness in car-sharing. SOCAR has become a comprehensive mobility platform in collaboration with Nine2One, an e-bike sharing service, […]