Sun.Sep 29, 2024

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Data Engineering Weekly #191

Data Engineering Weekly

Airbnb: Sandcastle - data/AI apps for everyone Product ideas powered by data and AI must go through rapid iteration on shareable, lightweight live prototypes instead of static proposals. However, hosting an internal application for fast prototyping is always a challenging platform to build and maintain. Airbnb writes about Sandcastle, an Airbnb-internal prototyping platform that enables data scientists, engineers, and product managers to bring data/AI ideas to life.

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How Hybrid Mesh unlocks dbt collaboration at scale

dbt Developer Hub

One of the most important things that dbt does is unlock the ability for teams to collaborate on creating and disseminating organizational knowledge. In the past, this primarily looked like a team working in one dbt Project to create a set of transformed objects in their data platform. As dbt was adopted by larger organizations and began to drive workloads at a global scale, it became clear that we needed mechanisms to allow teams to operate independently from each other, creating and sharing da

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BigQuery Cost Optimization: Simple Strategies to Save Money

Hevo

Have you ever opened the billing section of a BigQuery account and got a shocking surprise? You are not alone. BigQuery is a powerful tool, but this power does not come for free all the time. It can quickly deplete your budget if you do not practice good cost management.

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Best REST API ETL Tools for Seamless Data Integration

Hevo

Today most organizations are of the opinion that public APIs should be tapped into and useful information extracted there from. The same, however triggers a sound ETL solution to handle the data correctly.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Top 8 Reverse ETL Tools Used by Growing Companies in 2024

Hevo

If you are a data-driven business, then you must know how crucial it is to extract meaningful insights from your data. That’s where Reverse ETL comes into play. I’m guessing you might know what ETL (Extract, Transform, Load) is. It is the process of bringing data into your warehouses.