IBM Big Data Hub

JANUARY 22, 2024

Processors also include third parties that process data on behalf of controllers, like a cloud storage service that hosts a phone number database for another business. The organization has a lawful basis for processing data. The GDPR defines the circumstances under which companies can legally process personal data.

Measurement 88

Measurement Risk Data Processing Data Collection 88

datapine

SEPTEMBER 29, 2022

Data processes that depended upon the previously defective data will likely need to be re-initiated, especially if their functioning was at risk or compromised by the defected data. These processes could include reports, campaigns, or financial documentation. Accuracy should be measured through source documentation (i.e.,

Data Quality 241

Data Quality Metrics Data-driven Management 241

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

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

Alation

FEBRUARY 20, 2020

to catalog enterprise data by observing analyst behaviors. Our approach was contrasted with the traditional manual wiki of notes and documentation and labeled as a modern data catalog. We envisioned and learnt from the early production customer implementations that cataloging data wasn’t enough.

Metadata 52

Metadata Enterprise Data Processing Data Architecture 52

IBM Big Data Hub

FEBRUARY 23, 2024

Some of the most important GDPR principles include the following: All processing must have an established legal basis: Data processing is only acceptable if the organization has an approved legal basis for that processing. Organizations must document the legal basis for every processing operation before beginning.

Measurement 83

Measurement Risk Data Collection Data Processing 83

Domino Data Lab

OCTOBER 1, 2020

Finally, if the data scientist was not allowed to see certain columns, rows, or cells within the CSV file, there would be no way to give access to the file. The identity of the current user in Domino Data Lab is automatically and transparently propagated to Okera, with all the requisite fine-grained access control policies applied.

Enterprise 105

Enterprise Metadata Cost-Benefit Data Processing 105

IBM Big Data Hub

FEBRUARY 26, 2024

The financial services industry has been in the process of modernizing its data governance for more than a decade. But as we inch closer to global economic downturn, the need for top-notch governance has become increasingly urgent. With data lineage, every object in the migrated system is mapped and dependencies are documented.

Cost-Benefit 101

Cost-Benefit Metadata Data Governance Reporting 101

CIO Business Intelligence

MARCH 6, 2024

SAP announced today a host of new AI copilot and AI governance features for SAP Datasphere and SAP Analytics Cloud (SAC). The company is expanding its partnership with Collibra to integrate Collibra’s AI Governance platform with SAP data assets to facilitate data governance for non-SAP data assets in customer environments. “We

Unstructured Data 129

Unstructured Data Dashboards Business Intelligence Data Governance 129

IBM Big Data Hub

JANUARY 9, 2024

Data ingestion must be done properly from the start, as mishandling it can lead to a host of new issues. The groundwork of training data in an AI model is comparable to piloting an airplane. The entire generative AI pipeline hinges on the data pipelines that empower it, making it imperative to take the correct precautions.

Enterprise 80

Enterprise Data Integration Data Quality Contextual Data 80

AWS Big Data

JULY 25, 2023

About Talend Talend is an AWS ISV Partner with the Amazon Redshift Ready Product designation and AWS Competencies in both Data and Analytics and Migration. Talend Cloud combines data integration, data integrity, and data governance in a single, unified platform that makes it easy to collect, transform, clean, govern, and share your data.

Data Analytics 52

Data Analytics Data Warehouse Analytics Data Processing 52

CIO Business Intelligence

AUGUST 16, 2023

But Databricks isn’t the only data platform with its own LLM. John Carey, MD of the technology solutions group at global consulting firm AArete, uses Document AI, a new model now in early release from Snowflake that allows people to ask questions about unstructured documents. You’re directly obligated to protect their privacy.”

Modeling 98

Modeling Enterprise Cost-Benefit Marketing 98

datapine

DECEMBER 11, 2019

SaaS is less robust and less secure than on-premises applications: Despite some SaaS-based teething problems or technical issues reported by the likes of Google, these occurrences are incredibly rare with software as a service applications – and there hasn’t been one major compromise of a SaaS operation documented to date. 6) Micro-SaaS.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

IBM Big Data Hub

APRIL 11, 2024

We recommend that these hackathons be extended in scope to address the challenges of AI governance, through these steps: Step 1: Three months before the pilots are presented, have a candidate governance leader host a keynote on AI ethics to hackathon participants.

Risk 78

Risk Consulting Modeling Data Processing 78

Cloudera

JANUARY 21, 2022

Auditing has been setup for data in the metastore. Ideally, the cluster has been setup so that lineage for any data object can be traced (data governance). The secure cluster is one in which all data, both data-at-rest and data-in-transit, is encrypted and the key management system is fault-tolerant.

Data Processing 106

Data Processing Management Cost-Benefit Finance 106

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 82

Data-driven Advertising Metadata Data Architecture 82

IBM Big Data Hub

OCTOBER 20, 2023

AI platforms assist with a multitude of tasks ranging from enforcing data governance to better workload distribution to the accelerated construction of machine learning models. Data extraction: Platform capabilities help sort through complex details and quickly pull the necessary information from large documents.

Machine Learning 79

Machine Learning Manufacturing Cost-Benefit Deep Learning 79

Smart Data Collective

AUGUST 14, 2019

Providers can improve their data capture operations by prioritizing valuable types for their specific projects, involving the data governance and integrity expertise of health information management professionals. Big data storage.

Big Data 78

Big Data Data Analytics Analytics Internet of Things 78

Alation

JANUARY 17, 2023

Data literacy — Employees can interpret and analyze data to draw logical conclusions; they can also identify subject matter experts best equipped to educate on specific data assets. Data governance is a key use case of the modern data stack. Who Can Adopt the Modern Data Stack?

Data Warehouse 52

Data Warehouse Cost-Benefit Data Transformation Business Intelligence 52

Domino Data Lab

JULY 2, 2019

The authors of AutoPandas observed that: The APIs for popular data science packages tend to have relatively steep learning curves. People look toward online resources such as StackOverflow to find out how to use APIs when the documentation doesn’t have an example that fits. Instead, program synthesis can address these issues.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. Is there a good map that shows the connections between data, advanced analytics, digital, innovation, etc. I would have to admit that there are few documents that talk about all the connections across any set of topics.

Analytics 64

Analytics Measurement Modeling Data-driven 64

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. Here is how we think about the mindset and the toolset of data science at The New York Times. This is a very data sciency crowd.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

datapine

FEBRUARY 22, 2022

They can govern the implementation with a documented business case and be responsible for changes in scope. On the flip side, document everything that isn’t working. What data analysis questions are you unable to currently answer? For this purpose, you can think about a data governance strategy.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Key Performance Indicator 218

Alation

FEBRUARY 17, 2023

This past week, I had the pleasure of hosting Data Governance for Dummies author Jonathan Reichental for a fireside chat , along with Denise Swanson , Data Governance lead at Alation. Can you have proper data management without establishing a formal data governance program?

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

CIO Business Intelligence

JUNE 21, 2023

hosted in a private Azure cloud. Another option for companies with very particular requirements but no interest in training their own models is to use something like ChatGPT and then give it access to company data via a vector database. “The The value is using existing models and staging your own data beside it,” McCurdy says.

Cost-Benefit 118

Cost-Benefit Modeling Risk Enterprise 118

CIO Business Intelligence

AUGUST 1, 2023

But with all the excitement and hype, it’s easy for employees to invest time in AI tools that compromise confidential data or for managers to select shadow AI tools that haven’t been through security, data governance, and other vendor compliance reviews.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98

Alation

JULY 6, 2021

Common Data Governance Challenges. Every enterprise runs into data governance challenges eventually. Issues like data visibility, quality, and security are common and complex. Data governance is often introduced as a potential solution. And one enterprise alone can generate a world of data.

Data Governance 52

Data Governance Metadata Data Quality Risk 52

Cloudera

OCTOBER 7, 2021

Infrastructure Environment: The infrastructure (including private cloud, public cloud or a combination of both) that hosts application logic and data. The Data Governance body designates a Data Product as the Authoritative Data Source (ADS) and its Data Publisher as the Authoritative Provisioning Point (APP).

Metadata 121

Metadata Cost-Benefit Enterprise Interactive 121

Alation

JUNE 24, 2022

Our theme was, “ Alation Is the Treasure Map to You Data ,” but the real treasure was the people we met and the connections we made to move the industry forward. Our 3 main takeaways from the event were: Focus on data outcomes (and align them to your mission!). Embrace data governance. Focus on Data Outcomes.

Data Governance 59

Data Governance Insurance Data Processing Data Strategy 59

Sisense

NOVEMBER 5, 2021

Businesses need to deliver this to their customers and internal users, while also grappling with countless data and security challenges. Additionally, detailed documentation (almost like a data dictionary) for every data point gives users deeper understanding into how that data point was arrived at.

Analytics 52

Analytics Data-driven Reporting Interactive 52

Jet Global

FEBRUARY 23, 2024

An on-premise solution provides a high level of control and customization as it is hosted and managed within the organization’s physical infrastructure, but it can be expensive to set up and maintain. Data mapping techniques range from fully automatic to entirely manual, and each has its own advantages and disadvantages.

Data Warehouse 52

Data Warehouse Reporting Data Transformation Sales 52