TDAN

MARCH 15, 2022

They make testing and learning a part of that process. What do all these disciplines have in common? Continuous improvement. Simply put, these systems pursue progress through a proven process. And they continuously improve by integrating new insights into future cycles.

Data Governance 98

Data Governance Testing Data Strategy Business Intelligence 98

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 93

Data Quality Data Governance Data Lake Testing 93

erwin

JANUARY 24, 2019

They need their data mappings to fall under governance and audit controls, with instant access to dynamic impact analysis and lineage. With an automation framework, data professionals can meet these needs at a fraction of the cost of the traditional manual way. Benefits of an Automation Framework for Data Governance.

Data Governance 71

Data Governance Metadata Data-driven Cost-Benefit 71

DataKitchen

DECEMBER 13, 2021

Data Observability and Monitoring with DataOps. Add DataOps Tests to Deploy with Confidence. DataOps is NOT Just DevOps for Data. Data Governance as Code. 2021 Data Engineering Survey: Burned-Out Data Engineers are Calling for DataOps. Why Are There So Many Ops Terms? Top 5 White Papers.

Data Architecture 246

Data Architecture Data Governance Testing Modeling 246

Cloudera

MARCH 9, 2021

In this blog, we’ll highlight the key CDP aspects that provide data governance and lineage and show how they can be extended to incorporate metadata for non-CDP systems from across the enterprise. e prod <-- environment (prod|pre-prod|test). -c Apache Atlas as a fundamental part of SDX. create_entities_server.sh. -ip

Data Governance 93

Data Governance Metadata Enterprise Data Processing 93

Smart Data Collective

DECEMBER 28, 2022

Here are some of the best practices for preventing errors in your data pipeline: 1. Use Automated Testing. Automated testing can help you identify and eliminate many potential data errors before they become an issue. These tests look for discrepancies between data sets and any unexpected changes in the flow of data.

Data Governance 113

Data Governance Testing Cost-Benefit Management 113

CIO Business Intelligence

APRIL 26, 2024

At the core of its strategy is the mountain of data that TransUnion has acquired — along with more than 25 companies — over decades. That data is in the process of being unified on a multilayered platform that offers a variety of data services, including data ingestion, data management, data governance, and data security.

Modeling 114

Modeling IT Machine Learning Data Governance 114

DataKitchen

FEBRUARY 22, 2024

Or ten ways to say, ‘It’s a Data Governance type problem.’ Why bother with regression testing and impact checking when you can deploy and deflect? ’ Just Put it into Production, and I Can Blame Someone Else. Ah, the crowning jewel of our curriculum.

Analytics 183

Analytics Data Governance Strategy Testing 183

DataKitchen

JANUARY 5, 2021

The data teams share a common objective; to create analytics for the (internal or external) customer. Execution of this mission requires the contribution of several groups: data center/IT, data engineering, data science, data visualization, and data governance.

Testing 147

Testing Data Governance Metadata Visualization 147

David Menninger's Analyst Perspectives

OCTOBER 7, 2020

Organizations needed to make sure those processes were completed successfully—and reliably—so they had the data necessary to make informed business decisions. The result was battle-tested integrations that could withstand the test of time.

Technology 336

Technology Management Testing Data Integration 336

DataKitchen

JUNE 12, 2023

Much like the goal of a customer journey, a Data Journey should give you a better understanding of how, when, where, and what data flows through your data analytic systems. Data Journeys track and monitor all levels of the data estate, from data to tools to code to tests across all critical dimensions.

Testing 130

Testing Data Lake Dashboards Data Science 130

IBM Big Data Hub

NOVEMBER 10, 2023

In this step, an organization will need to assess and prepare all existing data into a compatible format that fits your new ERP software. Once loaded into the new system and formatted correctly, your first ERP test can be performed. Make a backup plan and a recovery plan in case errors occur or data is lost.

Enterprise 118

Enterprise Consulting Testing Cost-Benefit 118

CIO Business Intelligence

MARCH 6, 2024

Then at the other end, we did a fantastic job involving the sales operations, finance, and marketing teams in the testing and design, and we did a great job training people. This was a gift because it forced us into data governance and we sell data governance products, so this wasn’t a new concept to us.

Modeling 116

Modeling Management IT Metrics 116

erwin

JANUARY 11, 2019

Organizations have spent a lot of time and money trying to harmonize data across diverse platforms , including cleansing, uploading metadata, converting code, defining business glossaries, tracking data transformations and so on. But the attempts to standardize data across the entire enterprise haven’t produced the desired results.

Data Governance 40

Data Governance Risk Metadata Management 40

CIO Business Intelligence

DECEMBER 19, 2023

Not surprisingly, nearly 50% of respondents identified data quality as the top challenge in realizing the potential of generative AI, which requires increasing the scope of dataops and data governance programs to include unstructured data sources and defining where to apply them in LLM experiments.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

OCTOBER 13, 2023

Application data architect: The application data architect designs and implements data models for specific software applications. Information/data governance architect: These individuals establish and enforce data governance policies and procedures.

Data Architecture 132

Data Architecture Data Warehouse Statistics Visualization 132

CIO Business Intelligence

AUGUST 24, 2023

Data governance In traditional application development, enterprises have to be careful that end users aren’t allowed access to data they don’t have permission to see. Protecting access to sensitive data is just one part of the data governance picture. AI is a black box.

Uncertainty 98

Uncertainty Risk Testing Enterprise 98

DataKitchen

OCTOBER 2, 2023

Whether the Data Ingestion Team struggles with fragmented database ownership and volatile data environments or the End-to-End Data Product Team grapples with real-time data observability issues, the article provides actionable recommendations. ’ What’s a Data Journey? .’ ’ What’s a Data Journey?

Data Quality 100

Data Quality Testing Uncertainty Data Enablement 100

TDAN

JUNE 16, 2020

They created satellite offices, used shadow IT and unwittingly put information governance at risk. The challenges of the coronavirus emergency and economic crunch has caused many organizations to go into survival mode.

Testing 52

Testing IT Risk Modeling 52

erwin

JUNE 14, 2019

Four main areas in retail demonstrate digital transformation, with a healthy data governance initiative driving them all. Data can tell you. This article further explores digital transformation and data governance in retail. Digital Transformation in Municipal Government. Risks come with any investment.

Digital Transformation 111

Digital Transformation Data Governance Risk Data-driven 111

CIO Business Intelligence

MAY 10, 2023

AI relies upon large sets of data fed into it to help create output but is limited by the quality of data that is consumed by the model. This was on display during the initial test releases of Google Bard, where it provided a factually inaccurate answer on the James Webb Space Telescope based on reference data it ingested.

Metadata 98

Metadata Data Governance Modeling Technology 98

Data Insight

SEPTEMBER 5, 2023

However, protecting your organisation's precious data isn't just about focusing on building a digital fortress; it's about creating a comprehensive strategy that covers all the bases. To effectively manage your data, you need to embrace Data Governance. Ready to protect against security threats?

Data Governance 40

Data Governance Measurement Software Testing 40

Alation

JULY 15, 2022

And, while change at large organisations is tough, data leaders would be wise to reframe such transformations as business opportunities rather than burdens. The business opportunity: Data governance exposes inefficiency. However, these manual steps weren’t transparent until active data governance required it.

Cost-Benefit 89

Cost-Benefit Data Governance ROI Risk 89

O'Reilly on Data

JULY 28, 2020

Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. Some of the best lessons are captured in Ron Kohavi, Diane Tang, and Ya Xu’s book: Trustworthy Online Controlled Experiments : A Practical Guide to A/B Testing.

Marketing 361

Marketing Experimentation Metrics Testing 361

Cloudera

MARCH 22, 2023

Luke Roquet recently drilled into the topic of data observability with Mark Ramsey of Ramsey International (RI) to also cover the five pillars (freshness, distribution, volume, schema, and lineage) that describe the quality and reliability of data. And, crucial for a hybrid data platform, it does so across hybrid cloud.

Metrics 85

Metrics Data Governance Cost-Benefit Dashboards 85

CIO Business Intelligence

NOVEMBER 16, 2022

So end to end, our strategic priority has stood the test of time. The right governance around that product data has to be in place too so it can be used throughout the full product lifecycle. That’s how data governance is critical to our organization and analytics are a way to unlock value.

IT 133

IT Modeling Digital Transformation Data Governance 133

CIO Business Intelligence

MARCH 27, 2024

“Le azioni successive per il miglioramento della data quality possono essere sia di processo che applicative e includono la definizione di un modello organizzativo intorno alla data governance , assegnando ruoli e compiti chiari alle varie figure coinvolte (data scientist, data engineering, data owner, data steward, eccetera)”.

Data Governance 52

Data Governance Data Lake Data Strategy Data-driven 52

CIO Business Intelligence

JANUARY 5, 2024

We tested it three years ago, saw its usefulness, and now we have an RPA factory for the entire company. We’re analyzing the maturity level and have a private testing environment with Microsoft to see how we can benefit from it in the short term, especially in terms of interaction with users. This is what happened with RPA.

IT 116

IT Finance Cost-Benefit Strategy 116

Alation

JUNE 6, 2022

Alation has been working hard to help all Snowflake users get the most out of their Data Cloud. Data Governance for Every Workload. Alation helps everyone understand and leverage their data by making that data accessible to everyone. Knowing how to use the data is essential. And we have a lot to share.

Data Governance 59

Data Governance Marketing Analytics Insurance Sales 59

Cloudera

FEBRUARY 4, 2021

They are able to generate actionable insights like predictive risk modelling, liquidity monitoring, counterparty risk assessment, firm-wide stress testing, improved regulatory reporting and timely fraud detection. . Shared Data Experience (SDX).

Risk 87

Risk Marketing Technology Management 87

Ontotext

FEBRUARY 12, 2024

Determine ownership by making sure all teams involved in the data mesh own the quality of their domain data, ensure service-level agreements are met, and share that data with data contracts. Domain teams should continually monitor for data errors with data validation checks and incorporate data lineage to track usage.

Data Quality 69

Data Quality Data-driven Data Lake Data Governance 69

CIO Business Intelligence

NOVEMBER 17, 2022

quintillion bytes of data (that’s 2.5 IT professionals tasked with managing, storing, and governing the vast amount of incoming information need help. Content management solutions can simplify data governance and provide the tools needed to simplify data migration and facilitate a cloud-first approach to content management.

Software 144

Software Management Digital Transformation Data Governance 144

Alation

SEPTEMBER 21, 2021

DevOps is about the continuous motion of development, test, and deployment of applications. DataOps is about the continuous development, testing and deployment of data products, and the data itself. Similarly, governance of DevOps is concerned with governance of code and testing, requiring version control.

Metadata 52

Metadata Testing Recreation/Entertainment Data-driven 52

Cloudera

JUNE 22, 2023

It ensures compliance with regulatory requirements while shifting non-sensitive data and workloads to the cloud. Its built-in intelligence automates common data management and data integration tasks, improves the overall effectiveness of data governance, and permits a holistic view of data across the cloud and on-premises environments.

Cost-Benefit 65

Cost-Benefit Digital Transformation Data Governance Unstructured Data 65

Andrew White

JULY 23, 2019

Here is a snapshot from our growing new set of data and analytics case studies. D&A Strategy: Continuously Market-Tested Data & Analytics Strategy (UrbanShopping*) 710519. Analytics, BI and Data Science: Peer-Based Analytics Learning (ABB) 710371. Data Quality Score (TE Connectivity) 705649.

Snapshot 73

Snapshot Analytics Machine Learning Data Quality 73

Alation

AUGUST 30, 2022

we are introducing Alation Anywhere, extending data intelligence directly to the tools in your modern data stack, starting with Tableau. We continue to make deep investments in governance, including new capabilities in the Stewardship Workbench, a core part of the Data Governance App. Data governance at scale.

Metadata 52

Metadata Data Quality Data Governance Machine Learning 52

Cloudera

MAY 22, 2023

Ideally you are realizing these benefits using Cloudera Data Catalog. Admittedly, this is difficult and time consuming work usually undertaken as a means to trusted data, not environmental health. Target temporary/testing databases and user databases owned by former FTE. Communicate far and wide.

Statistics 73

Statistics Data-driven Reporting Dashboards 73