IBM Journey to AI blog

AUGUST 23, 2023

Because of this, when we look to manage and govern the deployment of AI models, we must first focus on governing the data that the AI models are trained on. This data governance requires us to understand the origin, sensitivity, and lifecycle of all the data that we use. and watsonx.data.

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Alation

JANUARY 20, 2022

In Ryan’s “9-Step Process for Better Data Quality” he discussed the processes for generating data that business leaders consider trustworthy. To be clear, data quality is one of several types of data governance as defined by Gartner and the Data Governance Institute. Step 4: Data Sources.

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Data Science Dojo

MARCH 24, 2023

Here are some of the key best practices: Start with a solid data management strategy : A solid data management strategy is the foundation of MLOps. This includes developing data governance policies, implementing secure data storage and processing, and ensuring that data is accessible and usable by the teams that need it.

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Alation

APRIL 25, 2023

That means if you haven’t already incorporated a plan for data governance into your long-term vision for your business, the time is now. Let’s take a closer look at what data governance is — and the top five mistakes to avoid when implementing it. 5 common data governance mistakes 1.

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Data Science Dojo

MARCH 24, 2023

Here are some of the key best practices: Start with a solid data management strategy : A solid data management strategy is the foundation of ML Ops. This includes developing data governance policies, implementing secure data storage and processing, and ensuring that data is accessible and usable by the teams that need it.

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Alation

FEBRUARY 15, 2022

The answer to all of these questions and more is data governance. Why Is Data Management Important for the Retail Industry? OK, if you read the words “data governance” and started to doze off, bear with me. Data governance, when approached proactively, is just data management from a different perspective.

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Alation

SEPTEMBER 9, 2021

Internal and external auditors work with many different systems to ensure this data is protected accordingly. This is where data governance comes in: A robust program allows banks and financial institutions to use this data to build customer trust and still meet compliance mandates. What is Data Governance in Banking?

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Alation

SEPTEMBER 7, 2021

In the previous blog , we discussed how Alation provides a platform for data scientists and analysts to complete projects and analysis at speed. In this blog we will discuss how Alation helps minimize risk with active data governance. So why are organizations not able to scale governance? Meet Governance Requirements.

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Dataversity

DECEMBER 20, 2022

The post Data Quality Best Practices to Discover the Hidden Potential of Dirty Data in Health Care appeared first on DATAVERSITY. Health plans will […].

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The Data Governance Institute

AUGUST 6, 2020

Remember our (long) definition for Data Governance? Data Governance is a system of decision rights and accountabilities for information-related processes, executed according to agreed-upon models which describe who can take what actions with what information, and when, under what circumstances, using what methods.”

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Mlearning.ai

FEBRUARY 16, 2023

In this article, you’ll discover what a Snowflake data warehouse is, its pros and cons, and how to employ it efficiently. The platform enables quick, flexible, and convenient options for storing, processing, and analyzing data. Thus, Snowflake applies no data limits to computing and storage. BECOME a WRITER at MLearning.ai

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Precisely

MAY 18, 2023

Here’s a recap of what Precisely customers had to say about their data integrity successes, and what they’ve discovered along the way. Colleen Henderson from Perrigo relies on a strong data governance framework to link data to core business KPIs, educate stakeholders, and enhance accuracy in its analytics.

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Precisely

JANUARY 9, 2023

Data observability will enable a more proactive approach to data management As challenges with data quality increase, companies will start to become more agile in their approach to ensuring the health of their data.

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Precisely

FEBRUARY 6, 2023

Data integrity also requires that the entire tapestry of data sources throughout an organization be woven together so that business users can develop a complete and meaningful picture of the things that matter most to them. That requires data integration to unlock the information stored in siloed systems.

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Precisely

MARCH 7, 2024

Yet experts warn that without proactive attention to data quality and data governance, AI projects could face considerable roadblocks. AI technology can ingest and synthesize large volumes of both structured and unstructured data very quickly, offering claims guidance that helps adjusters to better assess cases.

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Alation

SEPTEMBER 8, 2022

When it comes to the cloud, you want verifiable value — not a data diaspora. Yet there’s more to a cloud migration strategy than, well, simply choosing to moving data to the cloud: How long will migration take? How can you ensure the migration will be safe and and compliant with data governance policies? Amazon EMR.

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Alation

MARCH 8, 2022

Business users gain a complete understanding of the available data. This enables them to use data with trust and confidence, powerfully and compliantly. Enables people to discover and govern strategic data. Data is an abundant resource, but it’s difficult for users to find the right data they actually need.

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AWS Machine Learning Blog

FEBRUARY 13, 2024

SageMaker Feature Store now makes it effortless to share, discover, and access feature groups across AWS accounts. This enables teams to discover and utilize features developed by other teams, fostering knowledge sharing and efficiency. Their time should be invested in crafting innovative data recipes, not in reassembling the pantry.

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Alation

MAY 24, 2022

generally available on May 24, Alation introduces the Open Data Quality Initiative for the modern data stack, giving customers the freedom to choose the data quality vendor that’s best for them with the added confidence that those tools will integrate seamlessly with Alation’s Data Catalog and Data Governance application.

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The Data Administration Newsletter

JANUARY 31, 2023

Government leaders want to utilize this data to make decisions faster and more efficiently. It is nearly impossible to make well-informed decisions if that data is not visible, accessible, organized, and cannot be seamlessly discovered across the enterprise.

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Tableau

MARCH 21, 2023

For Data Analysts using visualizations to make decisions, we have introduced column DQWs to the data details pane. Mixed-content search in Connect-To The Connect-To dialog in Desktop and Web Authoring now mixes content into one list and offers additional filtering options to make finding data easier.

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Alation

MAY 31, 2023

The state of data governance is evolving as organizations recognize the significance of managing and protecting their data. With stricter regulations and greater demand for data-driven insights, effective data governance frameworks are critical. What is a data architect?

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Alation

NOVEMBER 4, 2021

The practitioner asked me to add something to a presentation for his organization: the value of data governance for things other than data compliance and data security. Now to be honest, I immediately jumped onto data quality. Data quality is a very typical use case for data governance.

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Alation

JULY 19, 2021

This requires a metadata management solution to enable data search & discovery and data governance, both of which empower access to both the metadata and the underlying data to those who need it. In today’s world, metadata management best practices call for a data catalog. Structural information.

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Heartbeat

DECEMBER 7, 2023

What are the new data governance trends, “Data Fabric” and “Data Mesh”? I decided to write a series of blogs on current topics: the elements of data governance that I have been thinking about, reading, and following for a while. Advantages: Consistency ensures trust in data governance.

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Dataconomy

SEPTEMBER 4, 2023

Machine learning and AI analytics: Machine learning and AI analytics leverage advanced algorithms to automate the analysis of data, discover hidden patterns, and make predictions. IoT analytics: IoT (Internet of Things) analytics deals with data generated by IoT devices, such as sensors, connected appliances, and industrial equipment.

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Precisely

JANUARY 27, 2023

Data plays a central role here. Powerful customer engagement hinges on high levels of data integrity, effective data governance programs, and a clear vision of how CX can be a differentiator. Such efforts can be embarrassing and are completely avoidable with high-quality data.

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Alation

JUNE 2, 2022

In part one of this series, I discussed how data management challenges have evolved and how data governance and security have to play in such challenges, with an eye to cloud migration and drift over time. These advanced data catalogs can speed the process and discover relationships and entities impossible with manual methods.

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Alation

DECEMBER 7, 2021

Alation and Soda are excited to announce a new partnership, which will bring powerful data-quality capabilities into the data catalog. Soda’s data observability platform empowers data teams to discover and collaboratively resolve data issues quickly. grant everyone self-service access to data.

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Alation

JULY 30, 2021

2: Biz Problem – Making Data Ready for Business Analysis. Good, trusted data is no accident; data governance is a crucial prerequisite. As Tom Davenport argues in Analytics at Work, “You can’t be really good at analytics without really good data.” (23). This problem is what Sacolick calls dark data.

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Dataversity

MARCH 31, 2023

I like to hack into Microsoft products in my free time – and that’s given me a pretty unique perspective on how we need to protect data in our digital world. In fact, Microsoft rewards people for discovering their vulnerabilities. Before anyone calls the authorities, I promise that it’s all kosher.

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Alation

FEBRUARY 20, 2020

As data drives more and more of the modern economy, data governance and data management are racing to keep up with an ever-expanding range of requirements, constraints and opportunities. Remember also that legal, privacy and compliance constraints will be discovered and evaluated in data acquisition.

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Alation

APRIL 18, 2023

DAMA defines data profiling as: An approach to data quality analysis, using statistics to show patterns of usage, and patterns of contents in an automated manner. Data profiling helps organizations understand the data they possess with an eye to its quality level, which is vital for effective data governance.

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IBM Journey to AI blog

JANUARY 8, 2024

The importance of events is elevated to be on par with application programming interface (API), with facilities to describe, advertise and discover events. Governing an event-driven expansion Many organizations reach a point where use of events is expanding rapidly.

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Tableau

MARCH 21, 2023

For Data Analysts using visualizations to make decisions, we have introduced column DQWs to the data details pane. Mixed-content search in Connect-To The Connect-To dialog in Desktop and Web Authoring now mixes content into one list and offers additional filtering options to make finding data easier.

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Alation

SEPTEMBER 20, 2022

When I discovered Alation’s internship program , I only knew two things: I love storytelling, and I’m passionate about building for the long term. I discovered Alation’s internship program through a Chrome browser extension that automatically fills in your job applications and finds exciting positions.

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AWS Machine Learning Blog

MAY 9, 2024

These encompass a holistic approach, covering data governance, model development, ethical deployment, and ongoing monitoring, reinforcing the organization’s commitment to responsible and ethical AI/ML practices. Data governance is essential for AI applications, because these applications often use large amounts of data.

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