AWS Big Data

JANUARY 15, 2025

Data landscape in EUROGATE and current challenges faced in data governance The EUROGATE Group is a conglomerate of container terminals and service providers, providing container handling, intermodal transports, maintenance and repair, and seaworthy packaging services. Eliminate centralized bottlenecks and complex data pipelines.

IoT 111

IoT Machine Learning Metadata Data-driven 111

CIO Business Intelligence

NOVEMBER 27, 2024

Above all, robust governance is essential. Failing to invest in data governance and security practices risks not only regulatory lapses and internal governance violations, but also bad outputs from AI that can stunt growth, lead to biased outcomes and inaccurate insights, and waste an organization’s resources.

Data Governance 132

Data Governance Risk Insurance Metadata 132

AWS Big Data

OCTOBER 30, 2024

With this integration, you can now seamlessly query your governed data lake assets in Amazon DataZone using popular business intelligence (BI) and analytics tools, including partner solutions like Tableau. When you’re connected, you can query, visualize, and share data—governed by Amazon DataZone—within Tableau.

Analytics 119

Analytics Visualization Data Governance Data-driven 119

AWS Big Data

FEBRUARY 29, 2024

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Data governance is a critical building block across all these approaches, and we see two emerging areas of focus.

Data Governance 124

Data Governance Unstructured Data Metadata Data Lake 124

CIO Business Intelligence

FEBRUARY 6, 2025

Existing tools and methods often provide adequate solutions for many common analytics needs Heres the rub: LLMs are resource hogs. Sustainable IT is about optimizing resource use, minimizing waste and choosing the right-sized solution. When youre dealing with truly complex, unstructured data like text, voice and images.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

CIO Business Intelligence

NOVEMBER 28, 2024

Gen AI isn’t a simple plug-and-play solution. Focus on data governance and ethics With AI becoming more pervasive, the ethical and responsible use of it is paramount. Today, advancements like gen AI are more accessible, costing a fraction of what things did previously.

IT 130

IT Data Governance Risk Consulting 130

AWS Big Data

OCTOBER 29, 2024

However, the initial version of CDH supported only coarse-grained access control to entire data assets, and hence it was not possible to scope access to data asset subsets. This led to inefficiencies in data governance and access control.

Data Lake 109

Data Lake Sales Metadata Machine Learning 109

AWS Big Data

AUGUST 13, 2024

Amazon DataZone has announced a set of new data governance capabilities—domain units and authorization policies—that enable you to create business unit-level or team-level organization and manage policies according to your business needs. Data domains form a foundational pillar in data governance frameworks.

Data Governance 119

Data Governance Metadata Enterprise Sales 119

CIO Business Intelligence

MARCH 25, 2025

For this reason, organizations with significant data debt may find pursuing many gen AI opportunities more challenging and risky. What CIOs can do: Avoid and reduce data debt by incorporating data governance and analytics responsibilities in agile data teams , implementing data observability , and developing data quality metrics.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

AWS Big Data

SEPTEMBER 26, 2024

Failure to address this issue can lead to significant consequences, including data loss, operational inefficiencies, and potential compliance violations. We demonstrate how enterprises can effectively preserve historical data while enforcing compliance and maintaining user entitlements. This completes the first section of the solution.

Data Governance 116

Data Governance Enterprise Management Data Lake 116

AWS Big Data

NOVEMBER 20, 2024

For example, one of our customers, Bristol Myers Squibb (BMS), leverages Amazon DataZone to address their specific data governance needs. Solution overview The solution in this post is composed of two parts. This feature also supports metadata enforcement for subscription requests of a data product.

Metadata 96

Metadata Data Governance Metrics Marketing 96

DataKitchen

APRIL 13, 2021

It is easy to get overwhelmed when trying to evaluate different solutions and determine whether they will help you achieve your DataOps goals. DataOps needs a directed graph-based workflow that contains all the data access, integration, model and visualization steps in the data analytic production process. Process Analytics.

Testing 304

Testing Machine Learning Consulting Data Science 304

O'Reilly on Data

MAY 21, 2019

In our own conferences, we see strong interest in training sessions and tutorials on deep learning for time series and natural language processing—two areas where organizations likely already have existing solutions, and for which deep learning is beginning to show some promise. Marquez (WeWork) and Databook (Uber). Source: O'Reilly.

Machine Learning 279

Machine Learning Technology Deep Learning Data Science 279

AWS Big Data

OCTOBER 30, 2024

With this launch of JDBC connectivity, Amazon DataZone expands its support for data users, including analysts and scientists, allowing them to work in their preferred environments—whether it’s SQL Workbench, Domino, or Amazon-native solutions—while ensuring secure, governed access within Amazon DataZone.

Visualization 119

Visualization Data Lake Testing Data Governance 119

CIO Business Intelligence

DECEMBER 5, 2024

For chief information officers (CIOs), the lack of a unified, enterprise-wide data source poses a significant barrier to operational efficiency and informed decision-making. Now, EDPs are transforming into what can be termed as modern data distilleries. Features such as synthetic data creation can further enhance your data strategy.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

O'Reilly on Data

JANUARY 29, 2019

Fifty-eight percent of respondents indicated that they were either building or evaluating data science platform solutions. Data science (or machine learning) platforms are essential for companies that are keen on growing their data science teams and machine learning capabilities.

Deep Learning 271

Deep Learning Machine Learning Data Science Metadata 271

CIO Business Intelligence

NOVEMBER 21, 2024

Increasing the pace of AI adoption If the headlines around the new wave of AI adoption point to a burgeoning trend, it’s that accelerating AI adoption will allow businesses to reap the full benefits of their data. This is why Dell Technologies developed the Dell AI Factory with NVIDIA, the industry’s first end-to-end AI enterprise solution.

IT 111

IT Cost-Benefit Optimization Manufacturing 111

O'Reilly on Data

FEBRUARY 11, 2020

They have too many different data sources and too much inconsistent data. They don’t have the resources they need to clean up data quality problems. The building blocks of data governance are often lacking within organizations. Data quality solutions almost always boil down to two big issues: politics and cost.

Data Quality 363

Data Quality Metadata Data Governance Publishing 363

CIO Business Intelligence

JANUARY 21, 2025

The World Economic Forum shares some risks with AI agents , including improving transparency, establishing ethical guidelines, prioritizing data governance, improving security, and increasing education. Placing an AI bet on marketing is often a force multiplier as it can drive data governance and security investments.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

AWS Big Data

DECEMBER 12, 2024

Addressing these challenges requires a carefully designed architecture and advanced technical solutions. Amazon Athena offers serverless, flexible SQL analytics for one-time queries, enabling direct querying of Amazon Simple Storage Service (Amazon S3) data for rapid, cost-effective instant analysis.

Snapshot 97

Snapshot Recreation/Entertainment Experimentation Data Lake 97

O'Reilly on Data

FEBRUARY 11, 2019

At Strata Data San Francisco, Netflix , Intuit , and Lyft will describe internal systems designed to help users understand the evolution of available data resources. As companies ingest and use more data, there are many more users and consumers of that data within their organizations. Data Platforms.

Big Data 271

Big Data Technology Machine Learning Deep Learning 271

Cloudera

JUNE 14, 2024

But for all the excitement and movement happening within hybrid cloud infrastructure and its potential with AI, there are still risks and challenges that need to be appropriately managed—specifically when it comes to the issue of data governance. The need for effective data governance itself is not a new phenomenon.

Data Governance 74

Data Governance Data-driven Insurance Enterprise 74

AWS Big Data

DECEMBER 4, 2024

Under the federated mesh architecture, each divisional mesh functions as a node within the broader enterprise data mesh, maintaining a degree of autonomy in managing its data products. By treating the data as a product, the outcome is a reusable asset that outlives a project and meets the needs of the enterprise consumer.

Metadata 105

Metadata Data Governance Data Quality Data-driven 105

Cloudera

NOVEMBER 13, 2024

Founded in 2016, Octopai offers automated solutions for data lineage, data discovery, data catalog, mapping, and impact analysis across complex data environments. It allows users to mitigate risks, increase efficiency, and make data strategy more actionable than ever before.

Metadata 90

Metadata Management Data Governance Data-driven 90

DataKitchen

DECEMBER 13, 2021

A Guide to Understanding DataOps Solutions. DataOps is Not Just a DAG for Data. Data Observability and Monitoring with DataOps. DataOps is NOT Just DevOps for Data. Data Governance as Code. 2021 Data Engineering Survey: Burned-Out Data Engineers are Calling for DataOps. Top 5 White Papers.

Data Architecture 246

Data Architecture Data Governance Testing Modeling 246

Cloudera

SEPTEMBER 23, 2022

While PaaS data lakehouses provide agility and a quicker path to analytics as compared to on-premise deployments, they do require ongoing operations staffing to ensure successful delivery of analytic services. SaaS data lakehouses. Software as a Service (SaaS) data lakehouse deployments are turnkey solutions offered as a service.

Data Governance 109

Data Governance Strategy Enterprise Cost-Benefit 109

DataKitchen

DECEMBER 7, 2021

Disrupting Data Governance: A Call to Action, by Laura B. If your data nerd is all about bucking the status quo, Disrupting Data Governance is the book for them. ???. The old adage “if ain’t broke don’t fix it” doesn’t apply to data governance. Author Laura B. You can purchase the book here.

Data-driven 246

Data-driven Data Governance Big Data Data Science 246

CIO Business Intelligence

OCTOBER 13, 2022

Any vertical modernization approach should balance in-depth, vertical sector expertise with a solutions-based methodology that caters to specific business needs. With the right industry solution and implementation partner in place, organizations can steer towards effective modernization.

Insurance 115

Insurance Data Warehouse Manufacturing Forecasting 115

AWS Big Data

OCTOBER 10, 2023

Data governance is the process of ensuring the integrity, availability, usability, and security of an organization’s data. Due to the volume, velocity, and variety of data being ingested in data lakes, it can get challenging to develop and maintain policies and procedures to ensure data governance at scale for your data lake.

Data Quality 111

Data Quality Data Governance Data Lake Testing 111

CIO Business Intelligence

DECEMBER 20, 2024

Effective enterprise data architectures should align with business goals. To do this, organizations should identify the data they need to collect, analyze, and store based on strategic objectives. Ensure data governance and compliance. Choose the right tools and technologies. Choose the right tools and technologies.

Data Architecture 122

Data Architecture Management Consulting Internet of Things 122

AWS Big Data

DECEMBER 12, 2024

This post is co-written by Adam Gaulding, Solution Architect at Satori. Satori enables both just-in-time and self-service access to data. Solution overview Satori creates a transparent layer providing visibility and control capabilities that is deployed in front of your existing Redshift data warehouse.

Data Warehouse 98

Data Warehouse Cost-Benefit Data Lake Data Architecture 98

AWS Big Data

NOVEMBER 22, 2024

This setup supports agile data processing while taking advantage of the serverless architecture of Athena to keep operational costs low. Compliance and data governance – For organizations managing sensitive or regulated data, you can use Athena and the adapter to enforce data governance rules.

Data Lake 104

Data Lake Data Warehouse Cost-Benefit Data Transformation 104

O'Reilly on Data

FEBRUARY 4, 2019

Given the end-to-end nature of many data products and applications, sustaining ML and AI requires a host of tools and processes, ranging from collecting, cleaning, and harmonizing data, understanding what data is available and who has access to it, being able to trace changes made to data as it travels across a pipeline, and many other components.

Machine Learning 279

Machine Learning Enterprise IoT Big Data 279

CIO Business Intelligence

DECEMBER 10, 2024

The CIO and CMO partnership must ensure seamless system integration and data sharing, enhancing insights and decision-making. To drive gen-AI top-line revenue impacts, CIOs should review their data governance priorities and consider proactive data governance and dataops practices that go beyond risk management objectives.

Sales 143

Sales Metrics Data-driven Measurement 143

CIO Business Intelligence

JANUARY 14, 2025

Too quickly people are running to AI as a solution instead of asking if its really what they want, or whether its automation or another tool thats needed instead, says Guerrier, currently serving as CTO at the charity Save the Children. Are we prepared to handle the ethical, legal, and compliance implications of AI deployment?

Strategy 141

Strategy ROI Experimentation Risk 141

CIO Business Intelligence

DECEMBER 3, 2024

Yet, this has raised some important ethical considerations around data privacy, transparency and data governance. There is no single solution to success, but the research highlights some key plays UAE business leaders need to home in on to build a truly AI-driven enterprise.

Enterprise 84

Enterprise Technology Data-driven Data Governance 84