CIO Business Intelligence

FEBRUARY 20, 2025

Making decisions based on data To ensure that the best people end up in management positions and diverse teams are created, HR managers should rely on well-founded criteria, and big data and analytics provide these. Big data and analytics provide valuable support in this regard.

Big Data

AWS Big Data

OCTOBER 14, 2024

In today’s data-driven world, processing large datasets efficiently is crucial for businesses to gain insights and maintain a competitive edge. Amazon EMR is a managed big data service designed to handle these large-scale data processing needs across the cloud.

Cost-Benefit

CIO Business Intelligence

AUGUST 4, 2025

The two companies, Databricks and Snowflake, started from different market positions and technical perspectives, with Databricks focused more on unstructured data processing and real-time analytics, while Snowflake has concentrated on abstracting and simplifying data warehousing in the cloud. It’s like this one-stop shop,” he says. “I

Enterprise

Smart Data Collective

JULY 20, 2025

Learning AI Fundamentals Through a CIS Lens You are already ahead if you’ve worked with systems design, databases, and networking in school or on the job. There are CIS graduates who just need to add machine learning and data modeling to their toolkit. The growing need for big data is another.

Big Data

AWS Big Data

NOVEMBER 21, 2024

Amazon EMR is a cloud big data platform for petabyte-scale data processing, interactive analysis, streaming, and machine learning (ML) using open source frameworks such as Apache Spark , Presto and Trino , and Apache Flink. Customers love the scalability and flexibility that Amazon EMR on EC2 offers.

Metrics

AWS Big Data

DECEMBER 4, 2024

About the Authors Praveen Kumar is an Analytics Solutions Architect at AWS with expertise in designing, building, and implementing modern data and analytics platforms using cloud-based services. His areas of interest are serverless technology, data governance, and data-driven AI applications.

Visualization

AWS Big Data

DECEMBER 4, 2024

Our customers are telling us that they are seeing their analytics and AI workloads increasingly converge around a lot of the same data, and this is changing how they are using analytics tools with their data. They aren’t using analytics and AI tools in isolation.

Data Analytics

DataFloq

JULY 25, 2025

Their guidance promotes the use of machine learning, data aggregation, and real time analytics to enhance detection and reduce system abuse. Machine learning enables typology based alerting, scoring alerts based on patterns that resemble known money laundering behaviours.

Analytics

David Menninger's Analyst Perspectives

JULY 1, 2025

If a single phrase could sum up the big data craze of a dozen or so years ago, it would be “more data beats better algorithms.” The phrase was, of course, an oversimplification, and enterprises investing in big data projects quickly found that quantity was not the only characteristic of data that mattered.

Management

AWS Big Data

JANUARY 6, 2025

We demonstrated how the complexities of data integration are minimized so you can focus on deriving actionable insights from your data. He has helped customers build scalable data warehousing and big data solutions for over 16 years. He loves to design and build efficient end-to-end solutions on AWS.

Analytics

AWS Big Data

OCTOBER 30, 2024

We shared how to design this system to be resilient towards failures and to automate one of the most time-consuming tasks in maintaining a data lake: schema evolution. In Part 3 , we will share how to process the data lake to create data marts.

Data Lake

AWS Big Data

NOVEMBER 27, 2024

First, you bring vector search online by using machine learning (ML) models to encode your content (such as text, image or audio) into vectors. He works on pathfinding opportunities and enabling optimizations within databases, analytics, and data management domains. Dylan Tong is a Senior Product Manager at Amazon Web Services.

Cost-Benefit

AWS Big Data

NOVEMBER 22, 2024

Organizations run millions of Apache Spark applications each month on AWS, moving, processing, and preparing data for analytics and machine learning. Data practitioners need to upgrade to the latest Spark releases to benefit from performance improvements, new features, bug fixes, and security enhancements.

Cost-Benefit

CIO Business Intelligence

DECEMBER 11, 2024

It was not alive because the business knowledge required to turn data into value was confined to individuals minds, Excel sheets or lost in analog signals. We are now deciphering rules from patterns in data, embedding business knowledge into ML models, and soon, AI agents will leverage this data to make decisions on behalf of companies.

Management

AWS Big Data

DECEMBER 16, 2024

Third, some services require you to set up and manage compute resources used for federated connectivity, and capabilities like connection testing and data preview arent available in all services. To solve for these challenges, we launched Amazon SageMaker Lakehouse unified data connectivity.

Visualization

AWS Big Data

OCTOBER 29, 2024

The CDH is used to create, discover, and consume data products through a central metadata catalog, while enforcing permission policies and tightly integrating data engineering, analytics, and machine learning services to streamline the user journey from data to insight.

Data Lake

AWS Big Data

JULY 25, 2025

EMR Serverless makes running big data analytics frameworks straightforward by offering a serverless option that automatically provisions and manages the infrastructure required to run big data applications. Venkat is a Technology Strategy Leader in Data, AI, ML, generative AI, and Advanced Analytics.

Interactive

AWS Big Data

DECEMBER 4, 2024

Extract, transform, and load (ETL) is the process of combining, cleaning, and normalizing data from different sources to prepare it for analytics, artificial intelligence (AI), and machine learning (ML) workloads. We take care of the ETL for you by automating the creation and management of data replication.

Data Integration

CIO Business Intelligence

DECEMBER 30, 2024

AI and machine learning are poised to drive innovation across multiple sectors, particularly government, healthcare, and finance. AI and machine learning evolution Lalchandani anticipates a significant evolution in AI and machine learning by 2025, with these technologies becoming increasingly embedded across various sectors.

IoT

AWS Big Data

JANUARY 9, 2025

Salim Tutuncu is a Senior Partner Solutions Architect Specialist on Data & AI, based in Dubai with a focus on the EMEA. His current role involves working closely with partners to develop long-term, profitable businesses using the AWS platform, particularly in data and AI use cases.

Metadata

AWS Big Data

OCTOBER 17, 2024

We have created step by step migration guidance for customers using Amazon Data Firehose as a source, or who want to use user-defined functions in Amazon Managed Service for Apache Flink. Conclusion In this post, we outlined how we plan to discontinue Kinesis Data Analytics for SQL and why we’re taking these steps.

Data Analytics

AWS Big Data

NOVEMBER 7, 2024

Xiao Qin is a senior applied scientist with the Learned Systems Group (LSG) at Amazon Web Services (AWS). He studies and applies machine learning techniques to solve data management problems. Sushmita is based out of Tampa, FL and enjoys traveling, reading and playing tennis.

Metadata

CIO Business Intelligence

MAY 22, 2025

The process of collecting, processing and integrating data from various sources to ensure the digital twin mirrors the physical entity accurately. AI and machine learning models that analyze data and simulate scenarios to predict future behaviors and outcomes. Analytics and simulation. Visualization.

Enterprise

AWS Big Data

JUNE 6, 2025

This approach creates a robust foundation for your SageMaker Lakehouse implementation while maintaining the cost-effectiveness and scalability inherent to Amazon S3 storage, enabling efficient analytics and machine learning workflows.

Analytics

CIO Business Intelligence

NOVEMBER 1, 2024

Several co-location centers host the remainder of the firm’s workloads, and Marsh McLennans big data centers will go away once all the workloads are moved, Beswick says. Simultaneously, major decisions were made to unify the company’s data and analytics platform. Marsh McLennan created an AI Academy for training all employees.

IT

AWS Big Data

NOVEMBER 8, 2024

You can use Amazon Redshift to analyze structured and semi-structured data and seamlessly query data lakes and operational databases, using AWS designed hardware and automated machine learning (ML)-based tuning to deliver top-tier price performance at scale. Amazon Redshift delivers price performance right out of the box.

Data Lake

CIO Business Intelligence

NOVEMBER 1, 2024

Several co-location centers host the remainder of the firm’s workloads, and Marsh McLellan’s big data centers will go away once all the workloads are moved, Beswick says. Simultaneously, major decisions were made to unify the company’s data and analytics platform. Marsh McLellan created an AI Academy for training all employees.

IT

AWS Big Data

JULY 28, 2025

In an era where data drives innovation and decision-making, organizations are increasingly focused on not only accumulating data but on maintaining its quality and reliability. By using AWS Glue Data Quality , you can measure and monitor the quality of your data.

Data Quality

AWS Big Data

NOVEMBER 27, 2024

Within seconds of transactional data being written into Amazon Aurora (a fully managed modern relational database service offering performance and high availability at scale), the data is seamlessly made available in Amazon Redshift for analytics and machine learning.

Data Warehouse

AWS Big Data

NOVEMBER 22, 2024

Organizations run millions of Apache Spark applications each month to prepare, move, and process their data for analytics and machine learning (ML). During development, data engineers often spend hours sifting through log files, analyzing execution plans, and making configuration changes to resolve issues.

Metrics

AWS Big Data

NOVEMBER 29, 2024

By using the AWS Glue OData connector for SAP, you can work seamlessly with your data on AWS Glue and Apache Spark in a distributed fashion for efficient processing. AWS Glue OData connector for SAP uses the SAP ODP framework and OData protocol for data extraction. For more information see AWS Glue.

Visualization

AWS Big Data

OCTOBER 21, 2024

To overcome this, they want to establish cross-organizational visibility of supply chain and inventory data, breaking down silos and achieving prompt responses to business demands. To achieve this, they plan to use machine learning (ML) models to extract insights from data.

Sales

AWS Big Data

JULY 15, 2025

This new capability streamlines your workflows by providing enhanced visibility, cost management, and seamless migration paths from AWS Glue.With the ability to create both visual and code-based jobs, monitor job runs, and set up scheduling, the new jobs experience helps you build and manage data processing and data integration tasks efficiently.

Visualization

AWS Big Data

JULY 9, 2025

Organizations face significant challenges managing their big data analytics workloads. Data teams struggle with fragmented development environments, complex resource management, inconsistent monitoring, and cumbersome manual scheduling processes.

Testing

AWS Big Data

NOVEMBER 26, 2024

These formats provide essential features like schema evolution, partitioning, ACID transactions, and time-travel capabilities, that address traditional problems in data lakes. In practice, OTFs are used in a broad range of analytical workloads, from business intelligence to machine learning.

Metadata

AWS Big Data

JULY 22, 2025

This includes access to AWS Glue job statuses, Amazon Athena query results, Amazon EMR cluster metrics, and AWS Glue Data Catalog metadata through a unified interface that LLMs can understand and reason about. Arun A K is a Big Data Solutions Architect with AWS. In his free time, Arun loves to enjoy quality time with his family.

Data Processing

DataFloq

MAY 25, 2025

Cloud Engineering Services helps businesses in this area by offering cloud solutions focused on scalability and security that centralize data and ease management, accessibility, and personalization efforts at high speeds. These technologies can analyze data to process and provide important features at an exceptional pace.

Machine Learning