Cloudera

MAY 12, 2021

2020 saw us hosting our first ever fully digital Data Impact Awards ceremony, and it certainly was one of the highlights of our year. We saw a record number of entries and incredible examples of how customers were using Cloudera’s platform and services to unlock the power of data. HYBRID & MULTI-CLOUD INNOVATION.

Digital Transformation 70

Digital Transformation Machine Learning Optimization Data Lake 70

IBM Big Data Hub

DECEMBER 20, 2023

Without an AI strategy, organizations risk missing out on the benefits AI can offer. Whether it’s deeper data analysis, optimization of business processes or improved customer experiences , having a well-defined purpose and plan will ensure that the adoption of AI aligns with the broader business goals.

Strategy 71

Strategy Business Objectives Cost-Benefit Consulting 71

Domino Data Lab

APRIL 3, 2019

Paco Nathan ‘s latest column dives into data governance. This month’s article features updates from one of the early data conferences of the year, Strata Data Conference – which was held just last week in San Francisco. In particular, here’s my Strata SF talk “Overview of Data Governance” presented in article form.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

erwin

AUGUST 28, 2020

Organizations with a solid understanding of data governance (DG) are better equipped to keep pace with the speed of modern business. In this post, the erwin Experts address: What Is Data Governance? Why Is Data Governance Important? What Is Good Data Governance? What Is Data Governance?

Data Governance 145

Data Governance IT Cost-Benefit Metadata 145

datapine

SEPTEMBER 29, 2022

Business/Data Analyst: The business analyst is all about the “meat and potatoes” of the business. These needs are then quantified into data models for acquisition and delivery. This person (or group of individuals) ensures that the theory behind data quality is communicated to the development team. 2 – Data profiling.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Domino Data Lab

OCTOBER 1, 2020

Combining the power of Domino Data Labs with Okera, your data scientists only get access to the columns, rows, and cells allowed, easily removing or redacting sensitive data such as PII and PHI not relevant to training models. So what does this look like? client('s3') obj = s3.get_object(Bucket='clinical-trials',

Enterprise 105

Enterprise Metadata Cost-Benefit Data Processing 105

Alation

OCTOBER 28, 2021

Healthcare is changing, and it all comes down to data. Leaders in healthcare seek to improve patient outcomes, meet changing business models (including value-based care ), and ensure compliance while creating better experiences. Data & analytics represents a major opportunity to tackle these challenges.

Data Governance 52

Data Governance Measurement Metrics Data Quality 52

Cloudera

NOVEMBER 12, 2020

Cloud has given us hope, with public clouds at our disposal we now have virtually infinite resources, but they come at a different cost – using the cloud means we may be creating yet another series of silos, which also creates unmeasurable new risks in security and traceability of our data. A solution. Key areas of concern are:

Data Warehouse 104

Data Warehouse Reporting Risk Cost-Benefit 104

CIO Business Intelligence

AUGUST 16, 2023

ChatGPT is capable of doing many of these tasks, but the custom support chatbot is using another model called text-embedding-ada-002, another generative AI model from OpenAI, specifically designed to work with embeddings—a type of database specifically designed to feed data into large language models (LLM).

Modeling 90

Modeling Enterprise Cost-Benefit Data Science 90

Alation

MAY 10, 2022

At the risk of repeating everyone who has recently written anything, these past few years have been difficult, to say the least. After the pandemic sparked months of chaos and closures, and a complete change in our lives, the world collectively shifted to a work-from-home model that has become the norm for most of us. billion by 2027.

Marketing 52

Marketing Digital Transformation Data Processing Business Intelligence 52

IBM Big Data Hub

APRIL 11, 2024

The term governance can be slippery. In the context of AI, it can refer to the safety and ethics guardrails of AI tools and systems, policies concerning data access and model usage or the government-mandated regulation itself. Step 2: Have the government agency that is establishing the policy act as judge for the event.

Risk 74

Risk Consulting Modeling Data Processing 74

IBM Big Data Hub

JANUARY 9, 2024

Companies still often accept the risk of using internal data when exploring large language models (LLMs) because this contextual data is what enables LLMs to change from general-purpose to domain-specific knowledge. In the generative AI or traditional AI development cycle, data ingestion serves as the entry point.

Enterprise 72

Enterprise Data Integration Data Quality Contextual Data 72

AWS Big Data

APRIL 28, 2023

The first post of this series describes the overall architecture and how Novo Nordisk built a decentralized data mesh architecture, including Amazon Athena as the data query engine. The third post will show how end-users can consume data from their tool of choice, without compromising data governance.

Data Governance 65

Data Governance Management Data-driven Data Lake 65

Cloudera

OCTOBER 19, 2023

Large 5G networks will host tens of millions of connected devices (somewhere in the 1,000x capacity compared to 4G), each instrumented to generate telemetry data, giving telcos the ability to model and simulate operations at a level of detail previously impossible.

Data-driven 76

Data-driven Data Architecture Predictive Modeling Digital Transformation 76

Laminar Security

AUGUST 23, 2023

Reduce the attack surface by identifying and securing any shadow data that is unmanaged by security. Prevent data exposures from human error or neglect through data policy enforcement and risk prioritization. Cloud data security uses internal policies to enforce data hygiene and security best practices automatically.

Cost-Benefit 52

Cost-Benefit Risk Digital Transformation Strategy 52

Cloudera

NOVEMBER 18, 2020

It hosts over 150 big data analytics sandboxes across the region with over 200 users utilizing the sandbox for data discovery. With this functionality, business units can now leverage big data analytics to develop better and faster insights to help achieve better revenues, higher productivity, and decrease risk. .

Internet Publishing and Broadcasting 123

Internet Publishing and Broadcasting Data-driven Broadcasting Digital Transformation 123

IBM Big Data Hub

OCTOBER 20, 2023

Artificial intelligence platforms enable individuals to create, evaluate, implement and update machine learning (ML) and deep learning models in a more scalable way. AI platform tools enable knowledge workers to analyze data, formulate predictions and execute tasks with greater speed and precision than they can manually.

Machine Learning 71

Machine Learning Manufacturing Cost-Benefit Deep Learning 71

IBM Big Data Hub

OCTOBER 16, 2023

However, the laws may make an organization’s compliance even more difficult when there are multiple domestic data privacy statutes to juggle across the countries. Different legal requirements regarding data security, privacy and breach notification could occur, depending on where the data is being hosted or who is controlling it.

Cost-Benefit 65

Cost-Benefit Data Governance Risk Data-driven 65

AWS Big Data

JULY 25, 2023

Redshift Serverless automatically provisions and intelligently scales data warehouse capacity to deliver fast performance for even the most demanding and unpredictable workloads, and you pay only for what you use. For Host , enter the Redshift Serverless endpoint’s host URL. For Port , enter 5349. This is optional.

Data Analytics 52

Data Analytics Data Warehouse Analytics Data Processing 52

CIO Business Intelligence

APRIL 28, 2023

Jurisdictional control of data – A jurisdiction retains full control of data without other nations/jurisdictions being able to access, or request access, to that data. E.g., Confidential Data can reside on Shared Sovereign Cloud infra if encrypted and the customer holds their own keys.

Risk 52

Risk Data Processing Data Governance Management 52

BizAcuity

SEPTEMBER 30, 2019

These include Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), as well as a host of smaller or niche players. Some of the reasons to choose one cloud provider over another would be security, pricing, migration capability, and a host of reasons that could be specific to the business need.

Marketing 56

Marketing Data Processing Modeling Data Governance 56

Alation

FEBRUARY 8, 2022

In this blog, we’ll do the same with data mesh, unpacking the four key pillars, with a few notes on the role of the data catalog. While data fabric takes a product-and-tech-centric approach, data mesh takes a completely different perspective. That model has failed to support rapid data growth.

Data Governance 52

Data Governance Data-driven Metadata Enterprise 52

AWS Big Data

JANUARY 22, 2024

Discussions with users showed they were happier to have faster access to data in a simpler way, a more structured data organization, and a clear mapping of who the producer is. A lot of progress has been made to advance their data-driven culture (data literacy, data sharing, and collaboration across business units).

Data-driven 85

Data-driven Advertising Metadata Data Architecture 85

AWS Big Data

MARCH 26, 2024

In this post, we discuss how you can use purpose-built AWS services to create an end-to-end data strategy for C360 to unify and govern customer data that address these challenges. Enrichment typically involves adding demographic, behavioral, and geolocation data.

Data Strategy 68

Data Strategy Strategy Data Warehouse Prescriptive Analytics 68

BizAcuity

SEPTEMBER 30, 2019

These include Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), as well as a host of smaller or niche players. Some of the reasons to choose one cloud provider over another would be security, pricing, migration capability, and a host of reasons that could be specific to the business need.

Marketing 45

Marketing Data Processing Modeling Data Governance 45

BizAcuity

SEPTEMBER 30, 2019

These include Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), as well as a host of smaller or niche players. Some of the reasons to choose one cloud provider over another would be security, pricing, migration capability, and a host of reasons that could be specific to the business need.

Marketing 40

Marketing Data Processing Modeling Data Governance 40

BizAcuity

SEPTEMBER 30, 2019

These include Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), as well as a host of smaller or niche players. Some of the reasons to choose one cloud provider over another would be security, pricing, migration capability, and a host of reasons that could be specific to the business need.

Marketing 40

Marketing Data Processing Modeling Data Governance 40

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. Data mesh seems to mean a network of systems and hubs connected to help cope with silos. Perhaps a data mesh is what a pure architecture might design. Here is the link to the replay, in case you are interested.

Analytics 64

Analytics Measurement Modeling Data-driven 64

Domino Data Lab

JULY 2, 2019

Paco Nathan ‘s latest article covers program synthesis, AutoPandas, model-driven data queries, and more. In other words, using metadata about data science work to generate code. Using ML models to search more effectively brought the search space down to 102—which can run on modest hardware. Introduction.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Domino Data Lab

JULY 9, 2019

Wiggins advised that data scientists ingest business problems, re-frame them as ML tasks, execute on the ML tasks, and then clearly and concisely communicate the results back to the organization. One of the ways I frame that is, “Are you looking to build a predictive model? or a prescriptive model? or a descriptive model?”

Data Science 112

Data Science Machine Learning Advertising Modeling 112

erwin

APRIL 16, 2024

In this blog, we’ll delve into the critical role of governance and data modeling tools in supporting a seamless data mesh implementation and explore how erwin tools can be used in that role. erwin also provides data governance, metadata management and data lineage software called erwin Data Intelligence by Quest.

Metadata 52

Metadata Data Quality Data Governance Modeling 52

CIO Business Intelligence

JUNE 21, 2023

We take a photo of your teeth with your phone and we generate a 3D model representation and we can project with AI what a straightening plan would look like, how long it would take, and what it would look like when we’re done.” Then, when that didn’t work, it hired it’s own team to build the proprietary models it needed.

Cost-Benefit 96

Cost-Benefit Modeling Risk Enterprise 96

CIO Business Intelligence

AUGUST 1, 2023

The impact of generative AIs, including ChatGPT and other large language models (LLMs), will be a significant transformation driver heading into 2024. Define a game-changing LLM strategy At a recent Coffee with Digital Trailblazers I hosted, we discussed how generative AI and LLMs will impact every industry.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98

AWS Big Data

FEBRUARY 27, 2024

Four-layered data lake and data warehouse architecture – The architecture comprises four layers, including the analytical layer, which houses purpose-built facts and dimension datasets that are hosted in Amazon Redshift. This enables data-driven decision-making across the organization.

Data-driven 95

Data-driven Data Lake Data Quality Data Governance 95

AWS Big Data

JULY 14, 2023

In this post, we discuss how the Amazon Finance Automation team used AWS Lake Formation and the AWS Glue Data Catalog to build a data mesh architecture that simplified data governance at scale and provided seamless data access for analytics, AI, and machine learning (ML) use cases.

Finance 83

Finance Metadata Big Data Recreation/Entertainment 83

Andrew White

JANUARY 11, 2021

On January 4th I had the pleasure of hosting a webinar. It was titled, The Gartner 2021 Leadership Vision for Data & Analytics Leaders. This was for the Chief Data Officer, or head of data and analytics. Where does the Data Architect role fits in the Operational Model ? Governance. Architecture.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

AWS Big Data

DECEMBER 21, 2023

For the downstream consumption by all departments across the organization, smava’s Data Platform team prepares curated data products following the extract, load, and transform (ELT) pattern. The Raw Vault describes objects loaded directly from the data sources and represents a copy of the landing stage in the data lake.

Data Lake 89

Data Lake Data Warehouse Data-driven B2B 89