CIO Business Intelligence

MARCH 24, 2023

Whereas data governance is about the roles, responsibilities, and processes for ensuring accountability for and ownership of data assets, DAMA defines data management as “an overarching term that describes the processes used to plan, specify, enable, create, acquire, maintain, use, archive, retrieve, control, and purge data.”

Data Governance 142

Data Governance Management Metadata Data Quality 142

AWS Big Data

APRIL 26, 2023

In the next stage of the cycle, Huron’s consultants experiment with new data sources and insights that in turn fed back into the product dashboards. This access to the metadata supports the need for updating visuals based on changes as well as automating row and column level security ensuring customer data is properly governed.

Metadata 52

Metadata Dashboards Visualization Consulting 52

Cloudera

DECEMBER 19, 2018

Data analytics priorities have shifted this year. Don’t blink or you might miss what leading organizations are doing to modernize their analytic and data warehousing environments. Natural language analytics and streaming data analytics are emerging technologies that will impact the market.

Data Warehouse 54

Data Warehouse Analytics Big Data Data Architecture 54

AWS Big Data

MAY 18, 2023

It’s even harder when your organization is dealing with silos that impede data access across different data stores. Seamless data integration is a key requirement in a modern data architecture to break down data silos. For more details, refer to Spark Release 3.3.0 AWS Glue Data Catalog client 3.6.0

Testing 73

Testing Data Lake Cost-Benefit Data Integration 73

AWS Big Data

MARCH 25, 2024

To learn more about RAG, refer to Question answering using Retrieval Augmented Generation with foundation models in Amazon SageMaker JumpStart. A RAG-based generative AI application can only produce generic responses based on its training data and the relevant documents in the knowledge base.

Data Lake 86

Data Lake Unstructured Data Management Modeling 86

AWS Big Data

APRIL 3, 2024

For instructions, refer to Amazon DataZone quickstart with AWS Glue data. You also need to define and run a ruleset against your data, which is a set of data quality rules in AWS Glue Data Quality. To learn more about Amazon DataZone, refer to the Amazon DataZone User Guide. option("header", "true").option("inferSchema",

Data Quality 85

Data Quality Visualization Metadata Metrics 85

AWS Big Data

APRIL 3, 2023

To learn about new options for database scripting, refer to Accelerate your data warehouse migration to Amazon Redshift – Part 4. For more details, refer to Auto Scaling groups , the Amazon EFT User Guide , and Integrating CodeDeploy with Amazon EC2 Auto Scaling. For more information, refer to Prerequisites.

Data Warehouse 95

Data Warehouse Testing Data Lake Data-driven 95

IBM Big Data Hub

JANUARY 25, 2023

Breaking down these silos to encourage data access, data sharing and collaboration will be an important challenge for organizations in the coming years. The right data architecture to link and gain insight across silos requires the communication and coordination of a strategic data governance program.

Data Governance 52

Data Governance Data-driven Strategy Management 52

AWS Big Data

FEBRUARY 6, 2023

Use case overview Migrating Hadoop workloads to Amazon EMR accelerates big data analytics modernization, increases productivity, and reduces operational cost. Refactoring coupled compute and storage to a decoupling architecture is a modern data solution. George Zhao is a Senior Data Architect at AWS ProServe.

Cost-Benefit 52

Cost-Benefit Data Lake Dashboards Big Data 52

AWS Big Data

JANUARY 12, 2024

Solution overview The following diagram illustrates the high-level solution architecture. We have defined all layers and components of our design in line with the AWS Well-Architected Framework Data Analytics Lens. Furthermore, sensitive data can also be discovered and masked using other AWS solutions.

Data Lake 89

Data Lake Cost-Benefit Visualization Structured Data 89

BizAcuity

APRIL 14, 2022

Big Data technology in today’s world. Did you know that the big data and business analytics market is valued at $198.08 Or that the US economy loses up to $3 trillion per year due to poor data quality? quintillion bytes of data which means an average person generates over 1.5 Big Data Ecosystem.

Big Data 52

Big Data Data Analytics Management Unstructured Data 52

Cloudera

SEPTEMBER 28, 2020

Cloudera delivers an enterprise data cloud that enables companies to build end-to-end data pipelines for hybrid cloud, spanning edge devices to public or private cloud, with integrated security and governance underpinning it to protect customers data. The customer leverages Cloudera’s multi-function analytics stack in CDP.

Testing 131

Testing Metadata Risk Data Science 131

AWS Big Data

JUNE 29, 2023

Tracking such user queries as part of the centralized governance of the data warehouse helps stakeholders understand potential risks and take prompt action to mitigate them following the operational excellence pillar of the AWS Data Analytics Lens. The following screenshot is a sample visualization created on this data.

Data Warehouse 58

Data Warehouse Dashboards Testing Visualization 58

AWS Big Data

JANUARY 24, 2023

This means that if data is moved from a bucket in the source Region to another bucket in the target Region, the data access permissions need to be reapplied in the target Region. AWS Glue Data Catalog The AWS Glue Data Catalog is a central repository of metadata about data stored in your data lake.

Data Architecture 64

Data Architecture Metadata Data Lake Snapshot 64

AWS Big Data

FEBRUARY 7, 2024

Refer to How can I access OpenSearch Dashboards from outside of a VPC using Amazon Cognito authentication for a detailed evaluation of the available options and the corresponding pros and cons. For more information, refer to the AWS CDK v2 Developer Guide. For instructions, refer to Creating a public hosted zone.

Dashboards 78

Dashboards Data Processing Metadata Consulting 78

AWS Big Data

JANUARY 22, 2024

Cost and resource efficiency – This is an area where Acast observed a reduction in data duplication, and therefore cost reduction (in some accounts, removing the copy of data 100%), by reading data across accounts while enabling scaling. In this approach, teams responsible for generating data are referred to as producers.

Data-driven 82

Data-driven Advertising Metadata Data Architecture 82

AWS Big Data

MARCH 28, 2024

Amazon EMR stands as a dynamic force in the cloud, delivering unmatched capabilities for organizations seeking robust big data solutions. Its seamless integration, powerful features, and adaptability make it an indispensable tool for navigating the complexities of data analytics and ML on AWS.

Optimization 78

Optimization IT Big Data Data Processing 78

AWS Big Data

OCTOBER 18, 2023

Many customers migrate their data warehousing workloads to Amazon Redshift and benefit from the rich capabilities it offers, such as the following: Amazon Redshift seamlessly integrates with broader data, analytics, and AI or machine learning (ML) services on AWS , enabling you to choose the right tool for the right job.

Analytics 92

Analytics Data Warehouse Testing Dashboards 92

AWS Big Data

SEPTEMBER 7, 2023

They store attributes such as object size, total time, turn-around time, and HTTP referer for log records. She has over a decade of experience helping customers design and build data analytics, and database solutions. Big Data Architect. Nikita Sur is a Solutions Architect at AWS supporting a Strategic Customer.

Metadata 95

Metadata Dashboards Metrics Visualization 95

AWS Big Data

MARCH 28, 2023

About the authors Nith Govindasivan , is a Data Lake Architect with AWS Professional Services, where he helps onboarding customers on their modern data architecture journey through implementing Big Data & Analytics solutions. Vijay Velpula is a Data Architect with AWS Professional Services.

Data Lake 68

Data Lake Testing Snapshot Sales 68

AWS Big Data

OCTOBER 25, 2023

Therefore, there is a need to being able to analyze and extract value from the data economically and flexibly. Solution overview Data and metadata discovery is one of the primary requirements in data analytics, where data consumers explore what data is available and in what format, and then consume or query it for analysis.

Unstructured Data 115

Unstructured Data Metadata Management Analytics 115

AWS Big Data

MARCH 26, 2024

It is prudent to consolidate this data into a single customer view, serving as a primary reference for downstream applications, ranging from ecommerce platforms to CRM systems. This consolidated view acts as a liaison between the data platform and customer-centric applications.

Data Strategy 66

Data Strategy Strategy Data Warehouse Prescriptive Analytics 66

AWS Big Data

JUNE 7, 2023

He advises clients on architecting and adopting Data Architectures that best serve their Data Analytics and Machine Learning needs. He has helped Cargotec in their data journey for more than two years. Arun A K is a Big Data Specialist Solutions Architect at AWS. mode('overwrite').save(output_path

Metadata 55

Metadata Data Lake Machine Learning Big Data 55

AWS Big Data

FEBRUARY 14, 2023

For instructions, refer to Create and Connect to a PostgreSQL Database with Amazon RDS. To populate the data, you can follow instructions to use a simple NFL database on the AWS Samples GitHub. For instructions, refer to How do I create an AWS DMS replication instance. Grant data location permissions.

Data Lake 77

Data Lake Statistics Data Architecture Finance 77

AWS Big Data

NOVEMBER 13, 2023

The downstream consumers consist of business intelligence (BI) tools, with multiple data science and data analytics teams having their own WLM queues with appropriate priority values. Consequently, there was a fivefold rise in data integrations and a fivefold increase in ad hoc queries submitted to the Redshift cluster.

Data Warehouse 88

Data Warehouse Data Lake Analytics Data Science 88

AWS Big Data

AUGUST 2, 2023

Using existing analytics tools such as Amazon Athena and Amazon QuickSight an organization can gain insight into its estimated carbon footprint. The data architecture diagram below shows an example of how you could use AWS services to calculate and visualize an organization’s estimated carbon footprint.

Data Lake 68

Data Lake Measurement Visualization Data Architecture 68

AWS Big Data

JUNE 9, 2023

A modern data architecture enables companies to ingest virtually any type of data through automated pipelines into a data lake, which provides highly durable and cost-effective object storage at petabyte or exabyte scale.

Data Lake 109

Data Lake Metadata Optimization Statistics 109

AWS Big Data

MARCH 3, 2023

You can then apply transformations and store data in Delta format for managing inserts, updates, and deletes. Amazon EMR Serverless is a serverless option in Amazon EMR that makes it easy for data analysts and engineers to run open-source big data analytics frameworks without configuring, managing, and scaling clusters or servers.

Data Lake 79

Data Lake Dashboards Metrics Metadata 79

Peter James Thomas

AUGUST 2, 2019

Data Architecture – Definition (2). Data Catalogue. Data Community. Data Domain (contributor: Taru Väre ). Data Enrichment. Data Federation. Data Function. Data Model. Data Operating Model. Geospatial Data. Reference Data (contributor: George Firican ).

Analytics 69

Analytics Data Analytics Data Architecture Statistics 69

O'Reilly on Data

SEPTEMBER 11, 2019

Machine learning, artificial intelligence, data engineering, and architecture are driving the data space. The Strata Data Conferences helped chronicle the birth of big data, as well as the emergence of data science, streaming, and machine learning (ML) as disruptive phenomena. The term “ML” is No.

IoT 20

IoT Big Data Data Warehouse Uncertainty 20

IBM Big Data Hub

AUGUST 4, 2023

In turn, they both must also have the data literacy skills to be able to verify the data’s accuracy, ensure its security, and provide or follow guidance on when and how it should be used. Data democratization uses a fit-for-purpose data architecture that is designed for the way today’s businesses operate, in real-time.

Data Architecture 64

Data Architecture Data Lake Machine Learning Data Governance 64

AWS Big Data

DECEMBER 18, 2023

Amazon Redshift powers data-driven decisions for tens of thousands of customers every day with a fully managed, AI-powered cloud data warehouse, delivering the best price-performance for your analytics workloads. What’s new with Amazon Redshift Want to learn more about the most recent features launched in Amazon Redshift?

Data Warehouse 95

Data Warehouse Machine Learning Data-driven Data Lake 95

Jet Global

MAY 1, 2023

that gathers data from many sources. Third-party data might include industry benchmarks, data feeds (such as weather and social media), and/or anonymized customer data. Four Approaches to Data Analytics The world of data analytics is constantly and quickly changing. It’s all about context.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52