DataOps for Generative AI Data Pipelines, Part III: Team Collaboration - Audio Blog
Eckerson | Secrets of Data Analytics Leaders
by Eckerson Group
1d ago
Explore the reasons for data engineers to collaborate with data scientists, machine learning (ML) engineers, and developers on DataOps initiatives that support GenAI. Published at: https://www.eckerson.com/articles/dataops-for-generative-ai-data-pipelines-part-iii-team-collaboration ..read more
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Data Engineering for GenAI: Three Criteria to Evaluate Pipeline Tools - Audio Blog
Eckerson | Secrets of Data Analytics Leaders
by Eckerson Group
1d ago
This blog explores three criteria to evaluate tools that manage unstructured data pipelines for GenAI. Published at: https://www.eckerson.com/articles/data-engineering-for-genai-three-criteria-to-evaluate-pipeline-tools ..read more
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12 Pitfalls to Avoid When Implementing Data Products - Audio Blog
Eckerson | Secrets of Data Analytics Leaders
by Eckerson Group
1d ago
If your data team wants to implement data products, it would be wise to avoid these 12 pitfalls that can torpedo an initiative. Published at: https://www.eckerson.com/articles/12-pitfalls-to-avoid-when-implementing-data-products ..read more
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Why Do I Need a Data Marketplace When I Have a Data Catalog? - Audio Blog
Eckerson | Secrets of Data Analytics Leaders
by Eckerson Group
4d ago
This article compares data catalogs and data marketplaces and argues that you need both and will soon have both as vendors add data marketplace extensions. Published at: https://www.eckerson.com/articles/why-do-i-need-a-data-marketplace-when-i-have-a-data-catalog ..read more
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Driving Results with Conversational BI: Best Practices for Power and Casual Users - Audio Blog
Eckerson | Secrets of Data Analytics Leaders
by Eckerson Group
1w ago
This blog defines conversational BI, why companies should consider it, and how their power and casual users can best get the desired results. Published at: https://www.eckerson.com/articles/driving-results-with-conversational-bi-best-practices-for-power-and-casual-users ..read more
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Data Engineering for GenAI: How to Optimize Data, Pipelines, and Governance - Audio Blog
Eckerson | Secrets of Data Analytics Leaders
by Eckerson Group
1w ago
Data engineering is now considered a crucial job in IT as Generative AI, the hottest technology of this decade, relies on data engineers to provide accurate inputs. Published at: https://www.eckerson.com/articles/data-engineering-for-genai-how-to-optimize-data-pipelines-and-governance ..read more
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Why and How Data Engineers Will Enable the Next Phase of Generative AI - Audio Blog
Eckerson | Secrets of Data Analytics Leaders
by Eckerson Group
2w ago
Data engineers and data scientists must manage pipelines for unstructured data to ensure healthy inputs for language models. Published at: https://www.eckerson.com/articles/why-and-how-data-engineers-will-enable-the-next-phase-of-generative-ai ..read more
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DataOps for Generative AI Data Pipelines, Part II: Must-Have Characteristics - Audio Blog
Eckerson | Secrets of Data Analytics Leaders
by Eckerson Group
3w ago
Companies that adopt DataOps increase the odds of success by making GenAI data pipelines what they should be: modular, scalable, robust, flexible, and governed. Published: https://www.eckerson.com/articles/dataops-for-generative-ai-data-pipelines-part-ii-must-have-characteristics ..read more
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Achieving Success with Data Products: An Interview with Henrik Strandberg
Eckerson | Secrets of Data Analytics Leaders
by Eckerson Group
1M ago
Most data leaders want to deliver data products, but few are doing it. Let's face it: most data teams today function as internal service bureaus that fulfill customer requests that arrive via ticketing systems, email, handwritten notes, or calls from colleagues looking for a favor. Most work double time to keep their request backlogs from ballooning from weeks to months. In this environment, few data leaders have time or capacity to switch from a project management approach to a product management one. Even if data leaders had time, most wouldn't know how to make this transition. Most have no ..read more
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Achieving Fusion: How GenAI and Data Engineering Help One Another - Audio Blog
Eckerson | Secrets of Data Analytics Leaders
by Eckerson Group
1M ago
GenAI can help data engineers become more productive, and data engineering can help GenAI drive new levels of innovation. Published at: https://www.eckerson.com/articles/achieving-fusion-how-genai-and-data-engineering-help-one-another ..read more
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