Snowflake

APRIL 20, 2023

From inception, Snowflake has had a clear focus on security and governance of data by bringing compute to the data as opposed to creating new copies and additional silos. Figure 1: Visual Question Answering Challenge data types and results.

Building 130

Building Unstructured Data Government Coding 130

phData: Data Engineering

NOVEMBER 1, 2024

In an effort to better understand where data governance is heading, we spoke with top executives from IT, healthcare, and finance to hear their thoughts on the biggest trends, key challenges, and what insights they would recommend. With that, let’s get into the governance trends for data leaders! No problem!

Government 52

Government Data Governance Finance Metadata 52

Cloudera

JUNE 11, 2024

By leveraging an organization’s proprietary data, GenAI models can produce highly relevant and customized outputs that align with the business’s specific needs and objectives. Structured data is highly organized and formatted in a way that makes it easily searchable in databases and data warehouses.

Unstructured Data 93

Unstructured Data Pharmaceutical Banking Manufacturing 93

Precisely

SEPTEMBER 6, 2023

.” Poor data quality impedes the success of data programs, hampers data integration efforts, limits data integrity causing big data governance challenges. To truly succeed in an increasingly data-driven world, organizations need data governance. The results are clear.

Data Governance 52

Data Governance Big Data Government Unstructured Data 52

Snowflake

FEBRUARY 6, 2024

Data marts built to serve specific analytic purposes perpetuated the distributed nature of data. The first step to breaking down internal silos is to establish enterprise-wide data repositories and governance policies that streamline and facilitate appropriate access.

Unstructured Data 118

Unstructured Data Retail Data Manufacturing 118

Snowflake

FEBRUARY 12, 2025

Agents need to access an organization's ever-growing structured and unstructured data to be effective and reliable. As data connections expand, managing access controls and efficiently retrieving accurate informationwhile maintaining strict privacy protocolsbecomes increasingly complex. text, audio) and structured (e.g.,

Unstructured Data 71

Unstructured Data Government SQL Structured Data 71

Snowflake

NOVEMBER 11, 2024

GPU-based model development and deployment: Build powerful, advanced ML models with your preferred Python packages on GPUs or CPUs serving them for inference in containers — all within the same platform as your governed data. To learn more about these new features and related updates check out our Cortex Analyst blog post.

Unstructured Data 91

Unstructured Data SQL AWS Healthcare 91

Cloudera

OCTOBER 26, 2020

Not a day goes by without virtual conversations, creating masses of unstructured data. To be able to capitalize on this data storm, organizations must find a better balance between the security and usability related to data access. Eliminate compromise with Cloudera Shared Data Experience.

Data Security 119

Data Security IT Unstructured Data Government 119

Cloudera

AUGUST 4, 2021

By capturing and analyzing this data, agencies can learn how external forces are affecting fleet operation, including everything from weather, terrain, and loading to operator actions such as hard acceleration or braking. Cloudera is foundational in how we track and govern our data.” .

Unstructured Data 98

Unstructured Data Data Ingestion Government Machine Learning 98

Cloudera

JUNE 7, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB.

IT 112

IT Unstructured Data Data Architecture Government 112

RandomTrees

SEPTEMBER 17, 2024

In the realm of big data and AI, managing and securing data assets efficiently is crucial. Databricks addresses this challenge with Unity Catalog, a comprehensive governance solution designed to streamline and secure data management across Databricks workspaces. What is Unity Catalog? Advantages of the Unity Catalog 1.

Data Governance 52

Data Governance Government Metadata Machine Learning 52

Snowflake

SEPTEMBER 19, 2023

AI unlocks new data use cases. With the ability to handle unstructured data types and larger volumes of data, AI gives us the tools to tackle more complex, exciting problems. But now this enables a newer kind of insights from all this unstructured data that has been untapped so far.

Machine Learning 111

Machine Learning Unstructured Data Data Analytics Government 111

Snowflake

OCTOBER 26, 2023

Gen AI can also analyze unstructured data sets, such as clinical notes, diagnostic imaging and recordings and provide evidence-based recommendations. When the structured and unstructured data is in one place, it’s easier to develop and enforce firm quality control standards and establish validation protocols for AI-generated content.

Healthcare 98

Healthcare Unstructured Data High Quality Data Medical 98

Snowflake

JULY 10, 2023

“California Air Resources Board has been exploring processing atmospheric data delivered from four different remote locations via instruments that produce netCDF files. Previously, working with these large and complex files would require a unique set of tools, creating data silos. ” U.S.

Unstructured Data 40

Unstructured Data Python Process Scala 40

Snowflake

NOVEMBER 1, 2023

They can also use and leverage Snowflake’s unified governance framework to seamlessly secure and manage access to their data. Cost-effective LLM-based models that are great for working with unstructured data: Answer Extraction (in private preview): Extract information from your unstructured data.

Unstructured Data 120

Unstructured Data SQL Python Accessibility 120

Cloudera

OCTOBER 29, 2020

More importantly, from a security and governance perspective, native integration with CDP means SSO for authentication and seamless integration with Cloudera Shared Data Experience (SDX) to manage user access and governance. With DV, users login with their CDP credentials and start analyzing data that they have access to.

Machine Learning 111

Machine Learning Data Warehouse Unstructured Data Government 111

Cloudera

JULY 29, 2021

We also expect topics such as interoperability, social determinants of health, advanced analytics, economics, security and governance, and leadership to take top billing at the conference this year. . Security and governance in a hybrid environment. Public, private, hybrid or on-premise data management platform. Meet with us.

Healthcare 102

Healthcare Unstructured Data Government Machine Learning 102

Cloudera

MAY 14, 2024

This form of hybrid also goes a level deeper than one may find in a standard hybrid cloud, accounting for the entirety of the data lifecycle, whether that’s the point of ingestion, warehousing, or machine learning—even when that end-to-end data lifecycle is split between entirely different environments. Data comes in many forms.

Cloud 99

Cloud Data Governance Unstructured Data Data Architecture 99

Snowflake

SEPTEMBER 7, 2023

Users can now easily connect to external network locations from their Snowpark code (UDFs/UDTFs and Stored Procedures) while maintaining high security and governance over their data. Partners and customers, like Airbyte and Snowflake’s internal data engineering team, are already benefiting from External Access in their workflows.

Amazon Web Services 130

Amazon Web Services AWS Government Python 130

Cloudera

JANUARY 28, 2022

Then there are the more extensive discussions – scrutiny of the overarching, data strategy questions related to privacy, security, data governance /access and regulatory oversight. These are not straightforward decisions, especially when data breaches always hit the top of the news headlines.

Cloud 115

Cloud Banking Data Governance Government 115

Cloudera

DECEMBER 11, 2020

The Data Security and Governance category, at the annual Data Impact Awards, has never been so important. The sudden rise in remote working, a huge influx in data as the world turned digital, not to mention the never-ending list of regulations businesses need to remain compliant with (how many acronyms can you name in full?

Data Lake 98

Data Lake Government Data Security Unstructured Data 98

Snowflake

JANUARY 29, 2025

Account admins can restrict access by selecting the models approved per governance policies. Governance controls can be implemented consistently across data and AI. Guardrails strengthen governance by enforcing policies aligned to filter out harmful content. You dont have to manage integrations or API keys.

Unstructured Data 83

Unstructured Data SQL Python Government 83

Snowflake

JANUARY 25, 2024

It’s essential for organizations to leverage vast amounts of structured and unstructured data for effective generative AI (gen AI) solutions that deliver a clear return on investment. Data security and governance aren’t the only reasons leading organizations will take this approach.

Healthcare 104

Healthcare Hospitality Electronics Medical 104

Cloudera

DECEMBER 19, 2023

Earlier this month, I had the opportunity to lead a roundtable discussion at the PSN Government Innovation show ( 2023 Government Innovation Show – Federal – Public Sector Network ) in Washington, DC. I’ll highlight some key insights and takeaways from my conversations in the paragraphs that follow. The underlying reason?

Government 91

Government Education Unstructured Data Algorithm 91

DataKitchen

APRIL 13, 2021

We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . ModelOp — Governs, monitors, and orchestrates models across the enterprise. Process Analytics.

Consulting 124

Consulting Machine Learning Data Science Data Pipeline 124

Snowflake

NOVEMBER 2, 2023

Use cases change, needs change, technology changes – and therefore data infrastructure should be able to scale and evolve with change. We’re committed to giving customers a choice and the ability to adapt while maintaining our core tenets of strong security and governance, excellent performance and simplicity.

Data Lake 107

Data Lake Data Warehouse Cloud Unstructured Data 107

Cloudera

JANUARY 7, 2025

This transition streamlined data analytics workflows to accommodate significant growth in data volumes. By leveraging the Open Data Lakehouse’s ability to unify structured and unstructured data with built-in governance and security, the organization tripled its analyzed data volume within a year, boosting operational efficiency.

Cloud 82

Cloud Government AWS Unstructured Data 82

Snowflake

JULY 9, 2024

To better understand a customer’s current data reality we ask a series of questions: Do you have access to all of your internal data? Have you unlocked data from existing applications, systems or business unit silos? Have you transformed your unstructured data into structured, usable data?

Government 97

Government Education Data Governance Unstructured Data 97

Team Data Science

FEBRUARY 23, 2021

They constitute the major vehicles in which customer digital footprints [ , 12 ] are collected in the form of structured and unstructured data [ , 13 ]. Obviously, this value is extracted by the existing data capabilities within an organization. Bill Schmarzo.

Business Intelligence 130

Business Intelligence Food Unstructured Data Relational Database 130

Cloudera

APRIL 20, 2021

In today’s demand for more business and customer intelligence, companies collect more varieties of data — clickstream logs, geospatial data, social media messages, telemetry, and other mostly unstructured data. How Cloudera DataFlow works with Cloudera Data Platform (CDP)?

Kafka 95

Kafka Hospitality Retail Data Ingestion 95

Cloudera

FEBRUARY 15, 2024

Risk management and governance: Regulators are increasingly focusing on risk governance, risk sustainability, and the detection, mitigation, tracking, and remediation of threat actors. Financial institutions must demonstrate robust risk accountability and governance, as well as maintain consumer protections.

Insurance 88

Insurance Banking Data Architecture Data Ingestion 88

Cloudera

OCTOBER 5, 2023

Here are five challenges that you need to overcome to become a data leader: Bad data governance Your insights are only as good as your data. If your data is full of errors, missing information and duplications, then your results will not be accurate. Data now becomes a product.

Data Governance 84

Data Governance Unstructured Data Government High Quality Data 84

Monte Carlo

OCTOBER 31, 2024

Key Differences Between AI Data Engineers and Traditional Data Engineers While traditional data engineers and AI data engineers have similar responsibilities, they ultimately differ in where they focus their efforts. Challenges Faced by AI Data Engineers Just because “AI” involved doesn’t mean all the challenges go away!

Data Engineering 52

Data Engineering Data Engineer Engineering Unstructured Data 52

Cloudera

NOVEMBER 17, 2022

We needed a solution to manage our data at scale, to provide greater experiences to our customers. With Cloudera Data Platform, we aim to unlock value faster and offer consistent data security and governance to meet this goal. Aqeel Ahmed Jatoi, Lead – Architecture, Governance and Control, Habib Bank Limited.

Banking 85

Banking Management Data Lake Professional Services 85

Snowflake

JUNE 5, 2024

By using Cortex, enterprises can bring AI directly to the governed data to quickly extend access and governance policies to the models. Cortex Search manages the end-to-end workflow for data ingestion, embedding, retrieval, reranking and generation. The embedding process is completely automated for easy configuration.

Coding 103

Coding Building Management Government 103

Cloudera

OCTOBER 28, 2020

To start, they look to traditional financial services data, combining and correlating account activity, borrowing history, core banking, investments, and call center data. However, the bank’s federated data marts gave each business only enough data to substantiate its own business.

Unstructured Data 74

Unstructured Data Banking Machine Learning Media 74

Cloudera

SEPTEMBER 12, 2022

Organizations don’t know what they have anymore and so can’t fully capitalize on it — the majority of data generated goes unused in decision making. And second, for the data that is used, 80% is semi- or unstructured. Both obstacles can be overcome using modern data architectures, specifically data fabric and data lakehouse.

Unstructured Data 75

Unstructured Data Data Lake Data Architecture Data 75