October 4, 2022

Getting Started with a Semantic Layer with Snowflake

More than 10 years after the explosion of big data analytics technologies, data scientists still spend nearly half their time on data preparation. Despite all their hard work preparing data for use, 86% of the data used to create insights…

Posted by: Dave Mariani

September 27, 2022

How to Use AutoML Tools to Scale ML…with Caution

The use of AutoML products has increased drastically in the last few years as AI has become more widely applied in the modern data analytics stack. And there’s still potential for more growth in the years ahead;  according to recent…

Posted by: Zach Eslami

September 22, 2022

Using the Semantic Layer for AI/ML Product Development – Enabling Speed, Innovation, and Scale

The influx of data has increased exponentially over the last decade. As illustrated below, data creation is expected to grow by 86% by 2025 due to an increased digital footprint during the pandemic. [caption id="attachment_20629" align="aligncenter" width="450"] Source: https://www.statista.com/statistics/871513/worldwide-data-created/[/caption] Many…

Posted by: Vidhi Chugh

September 20, 2022

Why the Semantic Layer Is Critical to the Hub-and-Spoke Analytics Model

AtScale had the opportunity to collaborate with Andrew Brust, Founder & CEO of Blue Badge Insights, to explore the history of the semantic layer concept. This post is a summary of his perspective published in a recent whitepaper, The Semantic…

Posted by: Andrew Brust

September 15, 2022

Now Available: AI-Link Lab Environment

At AtScale, we believe in applying data to solve key challenges in the modern data stack for the enterprise. Bringing together key data personas to align on objectives, data, and definitions is crucial for the successful deployment of analytics and…

Posted by: Zach Eslami

September 13, 2022

Announcement: Semantic Layer Summit Speakers, Sessions & Sponsors

It’s official! We're excited to announce the full lineup of speakers, sessions, and sponsors for the 2022 Semantic Layer Summit on September 28th. It is a FREE, fully virtual one-day event from 10:30AM - 4:30PM ET. There's a lot to…

Posted by: Ravit Jain

September 1, 2022

How to Go Beyond Data Storytelling to AI/ML Model Storytelling

This post written by Zach Eslami in collaboration with Jeff Curran.  Storytelling is an art and a skill. Any good storyteller knows it’s always tricky finding that sweet spot to explain a concept so that it’s detailed, but doesn’t overwhelm.…

Posted by: Zach Eslami

August 25, 2022

Moving From Correlation to Causation – the Next Big Step in AI

John K. Thompson, Analytics Leader, Innovator, and Author of Building Analytics Teams and Data for All. Currently, when talking about Artificial Intelligence (AI) in the context of enterprise class, commercial companies, it is more of an art than a science.…

Posted by: John K. Thompson