Database-centric Document Project 
DataKitchen
NOVEMBER 5, 2024
Bronze layers can also be the raw database tables. Data is typically organized into project-specific schemas optimized for business intelligence (BI) applications, advanced analytics, and machine learning. Finally, the challenge we are addressing in this document – is how to prove the data is correct at each layer.?
Maxime Beauchemin
MARCH 8, 2021
For those reasons, it is not surprising that it has taken over most of the modern data stack: infrastructure, databases, orchestration, data processing, AI/ML and beyond. That’s without mentioning the fact that for a cloud-native company, Tableau’s Windows-centric approach at the time didn’t work well for the team.
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Confluent
JUNE 18, 2019
Software projects of all sizes and complexities have a common challenge: building a scalable solution for search. As the databases professor at my university used to say, it depends. A common first step is using the application persistence layer to save the documents directly to the database as well as to the search engine.
Towards Data Science
JULY 13, 2023
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.
Maxime Beauchemin
JANUARY 20, 2017
Storage and compute is cheaper than ever, and with the advent of distributed databases that scale out linearly, the scarcer resource is engineering time. The use of natural, human readable keys and dimension attributes in fact tables is becoming more common, reducing the need for costly joins that can be heavy on distributed databases.
Knowledge Hut
JANUARY 23, 2024
Mongo DB is a popular NoSQL and open-source document-oriented database which allows a highly scalable and flexible document structure. To overcome such issues, MongoDB provides a special feature known as MongoDB Projection. What is MongoDB Projection? How Does MongoDB Projection Works?
Knowledge Hut
OCTOBER 8, 2023
Today, let me discuss the most effective ways to transition from a software engineer to a project manager with the right Project Management course and skills. While the specifics may vary depending on individual circumstances, one strategic step I suggest is considering a transition to a project management role.
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