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Data Engineering Weekly #161

Data Engineering Weekly

2) Why High-Quality Data Products Beats Complexity in Building LLM Apps - Ananth Packildurai I will walk through the evolution of model-centric to data-centric AI and how data products and DPLM (Data Product Lifecycle Management) systems are vital for an organization's system.

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Building a maintainable and modular LLM application stack with Hamilton

Towards Data Science

The example we’ll walk you through will mirror a typical LLM application workflow you’d run to populate a vector database with some text knowledge. chat history, documents, state). This data will move through different services (LLM, vector database, document store, etc.) Stack overview. Image by authors.

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Data Engineering Weekly #137

Data Engineering Weekly

Editors Note: 🔥 DEW is thrilled to announce a developer-centric Data Eng & AI conference in the tech hub of Bengaluru, India, on October 12th! Though the system not supporting any LinkedIn production ecosystem, it is an exciting open source project to watch. Can't we use the vector feature in the existing databases?

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How We Structure our dbt Projects

dbt Developer Hub

As the maintainers of dbt, and analytics consultants, at Fishtown Analytics (now dbt Labs) we build a lot of dbt projects. It’s important to note that this is not the only, or the objectively best, way to structure a dbt project. Rather, this document reflects our current opinions.

Project 40
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A Day in the Life of a Data Scientist

Knowledge Hut

With a median base salary of $110,000, there is a significant demand for data scientists, and this trend is projected to continue. Results Sharing: Documenting and sharing discoveries with colleagues and stakeholders, often through comprehensive reports or presentations. Glassdoor has ranked data scientist as the top job in the U.S.,

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Business Analyst vs Software Developer: Which is Better?

Knowledge Hut

If you enjoy programming and want to work with IT systems, such as databases, networks, and software, a job as a software developer might be right for you. Making sure that a company's projects are in line with its short- and long-term business objectives is another responsibility of a business analyst.

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Test-data management  support in Test Automation Development

Data Science Blog: Data Engineering

Data is centric in testing of several applications because data is critical to organizations. The tool successfully adheres to the importance of keeping test-data centric in Automation Test solutions. Sharing of parameters is available in levels – Test level and Project level. TestProject.io