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Data Integrity: The Foundation for Trustworthy AI/ML Outcomes and Confident Business Decisions

ODSC - Open Data Science

As critical data flows across an organization from various business applications, data silos become a big issue. The data silos, missing data, and errors make data management tedious and time-consuming, and they’re barriers to ensuring the accuracy and consistency of your data before it is usable by AI/ML.

ML 98
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Customers and Banks Priorities Collide as AI Jolts Financial Industry

Smart Data Collective

The promise of significant and measurable business value can only be achieved if organizations implement an information foundation that supports the rapid growth, speed and variety of data. This integration is even more important, but much more complex with Big Data. Big Data is Transforming the Financial Industry.

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Generative AI in the Real World: Danielle Belgrave on Generative AI in Pharma and Medicine

Flipboard

15:12 : When you describe using these foundation models to generate synthetic data, what guardrails do you put in place to prevent hallucination? 15:30 : Weve had a responsible AI team since 2019. Thats the North Star. Its important to think of those guardrails especially in health, where the rewards are high but so are the stakes.

AI 81
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Why Easier Governance Is Superior Governance

Alation

And those who practice these “old school” governance methods have little confidence in their efficacy: 73% of Ventana research participants stated that spreadsheets were a data governance concern for their organization, while 59% viewed incompatible tools as the top barrier to a single source of truth. And it’s growing in popularity.

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How to Ingest Salesforce Data Into Snowflake

phData

Salesforce Sync Out As part of a continued collaboration among Salesforce, Snowflake, and Tableau (who Salesforce acquired in 2019), the Tableau CRM Sync Out connector has been created to move Salesforce data directly into Snowflake, simplifying the data pipeline and reducing latency.

Tableau 52
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Drowning in Data? A Data Lake May Be Your Lifesaver

ODSC - Open Data Science

Such growth makes it difficult for many enterprises to leverage big data; they end up spending valuable time and resources just trying to manage data and less time analyzing it. The data lake can then refine, enrich, index, and analyze that data.

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Adapting to Change: Finding Opportunity in Crucible Moments

Alation

A restaurant experience of 2019 is much different than one today. Yet Vattenfall operates across several countries and multiple business areas, which adds to the complexity of its mission (and the number of its data silos). To find the opportunities within its data, Vattenfall chose Alation Data Catalog.