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The heart of our business is The Academy - it's how we train our staff, it's how we develop new capabilities and most importantly - it's how we advise and consult our clients.

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Insights

Hear the latest global insights from our consultants on the ground.

INSIGHTS

Experiencing GDG Sydney x Google I/O Extended: A Deep Dive into Innovation

Published
Author
Joie Cao
Consultant

Last Saturday, on a sun-soaked morning, my colleagues and I attended the GDG Sydney x Google I/O Extended event. We met a diverse group of people from various fields and regions, enjoying the chance to network and reconnect with familiar organisers. For those who couldn’t make it to the event, we’ve penned this article to share our experiences and key takeaways. Whether you're a developer, IT professional, or simply curious about the latest tech trends, read on to discover what GDG Sydney x Google I/O Extended was all about and what exciting innovations were unveiled.

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INSIGHTS

Retrieval-Augmented Generation: A High-Level Overview

Published
Author
Yustyna Klish
Consultant

In the rapidly evolving landscape of artificial intelligence, Retrieval-Augmented Generation (RAG) stands out as a groundbreaking approach to enhancing the capabilities of language models. By integrating information retrieval with advanced generation techniques, RAG systems can provide more accurate, contextually relevant, and informative responses. This article provides a high-level overview of RAG, delving into its architectural principles, the role of word embeddings and vector stores, and the process of preparing and managing data.

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INSIGHTS

Databricks Clean Rooms Demystified

Published
Author
Yulin Zhou
Databricks Technology Lead

Databricks clean room allows you to virtually put your data in a “share”, more like a folder, and share the “share” with recipients. A recipient can be an external user with or without a Databricks workspace.

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INSIGHTS

Unit testing in DBT

Published
Author
Yash Mehta
Consultant

Unit testing is essential to catch errors early, ensure code quality, and maintain functionality as software evolves. In this article, we will go through the process of setting up unit tests in DBT

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INSIGHTS

Decrypting data with BigQuery Remote Functions

Published
Author
Yash Mehta
Consultant

BigQuery Remote Functions allows integration of non-SQL logic with SQL queries. Using remote functions, data can be decrypted within a query without storing the decrypted data.

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