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From legacy to lakehouse: Centralizing insurance data with Delta Lake

CIO

Delta Lake: Fueling insurance AI Centralizing data and creating a Delta Lakehouse architecture significantly enhances AI model training and performance, yielding more accurate insights and predictive capabilities. data lake for exploration, data warehouse for BI, separate ML platforms).

Insurance 164
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When is data too clean to be useful for enterprise AI?

CIO

But that’s exactly the kind of data you want to include when training an AI to give photography tips. Conversely, some of the other inappropriate advice found in Google searches might have been avoided if the origin of content from obviously satirical sites had been retained in the training set.

Data 211
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Data Scientist vs Data Engineer: Differences and Why You Need Both

Altexsoft

If you’re an executive who has a hard time understanding the underlying processes of data science and get confused with terminology, keep reading. We will try to answer your questions and explain how two critical data jobs are different and where they overlap. Data science vs data engineering. Model training.

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What Do CIOs Have To Know About Business Intelligence?

The Accidental Successful CIO

CIOs need to understand how to make use of new business intelligence tools Image Credit: deepak pal. Modern CIOs need to understand that Business intelligence (BI) leverages software and services to transform data into actionable insights that inform an company’s strategic and tactical business decisions.

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How companies around the world apply machine learning

O'Reilly Media - Data

Strata Data London will introduce technologies and techniques; showcase use cases; and highlight the importance of ethics, privacy, and security. The growing role of data and machine learning cuts across domains and industries. Data Science and Machine Learning sessions will cover tools, techniques, and case studies.

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What is data science? Transforming data into value

CIO

Some of the best data scientists or leaders in data science groups have non-traditional backgrounds, even ones with very little formal computer training. For further information about data scientist skills, see “ What is a data scientist? Tableau: Now owned by Salesforce, Tableau is a data visualization tool.

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3 promises every CIO should keep in 2025

CIO

AI models will be developed differently for different industries, and different data will be used to train for the healthcare industry than for logistics, for example. Each company has its own way of doing business and its own data sets. And within a company, marketing will use different data than customer service.