Sun.May 12, 2024

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Release Management For Data Platform Services And Logic

Data Engineering Podcast

Summary Building a data platform is a substrantial engineering endeavor. Once it is running, the next challenge is figuring out how to address release management for all of the different component parts. The services and systems need to be kept up to date, but so does the code that controls their behavior. In this episode your host Tobias Macey reflects on his current challenges in this area and some of the factors that contribute to the complexity of the problem.

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How to Crush the Spider Benchmark with Ease on Databricks

databricks

How we reached 79.9% on the Spider dev dataset with Llama3 8B through savvy prompting and fine-tuning on Databricks.

Datasets 127
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LangGraph - cycling through multi-agent LLM applications by Hélène Sauvé

Scott Logic

While Large Language Models excel at generating answers fast, the latest models are not yet skilled at performing very specific tasks that require more ‘System 2’ thinking , the more analytical kind that relies on reflection and self-critique. This is where agents are changing the AI game , bringing action and direction, like a rounded team of highly skilled colleagues, experts in their own field doing what each does best to fulfil a user’s goal or intention.

Python 52
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Improving Text2SQL Performance with Ease on Databricks

databricks

How we reached 79.9% on the Spider dev dataset with Llama3 8B through savvy prompting and fine-tuning on Databricks.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Data Engineering Weekly #171

Data Engineering Weekly

Editor’s Note: DEWCon Call for Speakers Open - September 13th, Bengaluru - India DEWCon is back this year on a grand scale on September 13th, 2024 , in Bengaluru, India. This year, we added some additional features to bring the data community together. Book a 1:1 session with experts on career, tech stack, team management, and more!! " Ideas Jam Session ,” where you can talk about your idea/ prototypes in a 10-minute slot More details on DEWCon will be in the coming weeks, and we wil