Hi, community! I'd like to know what certification propelled your Data/Data Governance career to the next level?

How does Collibra and Informatica compare to Ataccama ONE for DQ/DG functionality?

What would be some process or framework steps you would implement. I know we can think of workflows and automation if we have robust data lineage cataloged, but what if we don’t?

Incorrect BI report due to faulty source data - Who should own this – is it the BI team?

We've had some success, and some significant struggles with implementation, seeking best practices and lessons learned.

The primary accountability for fixing DQ issues should be at source producers, but is that the only way?

Seeking feedback on whether to use Metric CDEs or Foundational CDEs for categorizing our reporting.

Questions about data governance labeling and terms, would appreciate feedback.

Keen to get feedback on Talend Open Profiler, or any other free profiling tools you would recommend.

Preparing a data collection questionaire for SME to capture those in spreadsheet – does anyone have advice or templates?

What has been your experience of the DG training at Dataversity? How does it compare to other DG training options in your experience?

Looking to gather some general use cases for constructing a data catalog.

New role for a Data Governance Leader, where do you think the person needs to start in the first few months?

Looking for recommendations on how to ensure data entry quality and have better controls in place.

Deconstructing & solving complex MDM & DQ problems in a structured & cost effective way.

Synopsis of guidance on how to improve data strategy and remove a range of barriers.

How to explain concretely and simply what a Business Object is (in order to build the BO dictionary)

Does anyone have thoughts on best approach for defining data governance domains and data owners?

My plan is to find out the data quality per attribute by checking the attribute on all data quality dimensions…is that right?

Sharing my DG checklist as requested a by few Industry data practitioners. What would you add?

Thoughts on data quality issue remediation – what have others adopted after issues have been identified?

For a dataset of 10k rows with 5 cols and 2 DQ Dimensions each, should DQ be calculated at Record or DataPoint level?

When introducing DQ dimensions (Completeness, Uniqueness, Validity) what is the best approach?

I understand that this is the topic best avoided by many, but someone has to call the elephant in the room :)

Is it easier to establish DG on one side and expand to the other, or better to consider the big picture from the beginning?

What would you include in a data risk management program? What artefacts would you create to support this activity?

My target domains are Materials , Customer Data and vendor/Supplier Master Data to assess Data Quality.

Anyone with solutions for preventing a "bad" update to bank data, name, address, email, etc., meaning receiving a fake request?

Long discussion thread about the merits of building a more holistic data quality management solution.

We will be looking to recruit at least 1, if not 2, experienced data stewards in Q4 - any advice on finding great hires?

(As Head of DG) I’m building a data management framework to drive data initiative for my organisation – ideas on where to look?

What are the best data quality indicators to consider? Grateful if someone can share reference material on the same.

Not sure of the role of data steward....only thing that comes to mind is they ensure execution of DG framework?

Can you please share from your experience what are common tools to manage the Data permissions? Data Catalogs for example?

Market review and guide for Implementing Capabilities for Data Curation, Data Enablement and Regulatory Compliance.

I'd like to deliver a data literacy training for our company. Does anyone have any recommendations?

Question: you are approached by an SME with "Data Quality Issues". What is the first thing you would look at to see how you can help?

Do you have business units or teams that have implemented different Data Governance and/or Data Quality solutions in silos?

Any experience of Data Ownership when a dataset has requirements across business areas in an organisation?

As I prepare to review our DG Charter, I'm wondering where your DG Charter "lives." Is it in a Word document? Is it a wiki page, like a Confluence page?

Conducted survey of DQ awareness within ServiceNow ecosystem. Top 3 reasons for data quality issues were:

"Which Data Governance or Data Quality tool is correct for my organization?" is one of the most common questions…

What is your favorite DG Operating model that shows roles, engagement, process and outcomes

We need a DQ tool to connect with SAP HANA/Databricks, and other sources - what tools do you recommend?

Can anyone provide any methodology documentation that explains how to measure timeliness?

We are currently looking at using #talend open source for our DQ profiling work. Is this something any other organisations are using?