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Fundamentals of Data Engineering

Xebia

The following is a review of the book Fundamentals of Data Engineering by Joe Reis and Matt Housley, published by O’Reilly in June of 2022, and some takeaway lessons. The authors state that the target audience is technical people and, second, business people who work with technical people. Nevertheless, I strongly agree.

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

CIO

Good data governance has always involved dealing with errors and inconsistencies in datasets, as well as indexing and classifying that structured data by removing duplicates, correcting typos, standardizing and validating the format and type of data, and augmenting incomplete information or detecting unusual and impossible variations in the data.

Data 211
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3 promises every CIO should keep in 2025

CIO

They also improved their AI governance. Fernandes says that IT leaders also need to secure data and IP, especially as agentic AI becomes more prevalent. Were going to identify and hire data engineers and data scientists from within and beyond our organization and were going to get ahead, he says.

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Y42 wants to become mission control for your data pipelines

TechCrunch

When Berlin-based Y42 launched in 2020 , its focus was mostly on orchestrating data pipelines for business intelligence. “The use case for data has moved beyond ad hoc reporting to become the very lifeblood of a company. .” No-code business intelligence service y42 raises $2.9M seed round.

Data 203
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How a modern data platform supports government fraud detection

Cloudera

November 15-21 marks International Fraud Awareness Week – but for many in government, that’s every week. From bogus benefits claims to fraudulent network activity, fraud in all its forms represents a significant threat to government at all levels. The Public Sector data challenge. Modernization has been a boon to government.

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Cloudera and Snowflake Partner to Deliver the Most Comprehensive Open Data Lakehouse

Cloudera

That’s why Cloudera added support for the REST catalog : to make open metadata a priority for our customers and to ensure that data teams can truly leverage the best tool for each workload– whether it’s ingestion, reporting, data engineering, or building, training, and deploying AI models.

Data 84
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Technology Trends for 2025

O'Reilly Media - Ideas

Building applications with RAG requires a portfolio of data (company financials, customer data, data purchased from other sources) that can be used to build queries, and data scientists know how to work with data at scale. Data engineers build the infrastructure to collect, store, and analyze data.

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