Data Architecture Articles

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Thulasi Rangan Jayakumar Thulasi Rangan Jayakumar
Updated on November 19, 2024

Understanding Multicollinearity in Regression

Multicollinearity is a common data analysis and statistics issue that can impact the accuracy and reliability of regression model results. Here’s how to address it.

Expert Contributors
Data Architecture
Data Science
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Andrius Palionis Andrius Palionis
Updated on October 09, 2024

How AI Is Upgrading Data Visualization Techniques

From smarter charts to virtual reality, our expert digs into the confluence of AI and data visualization.

Expert Contributors
Data Architecture
Data Visualization
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Supratik Shankar and Kauts Shukla Supratik Shankar and Kauts Shukla
Updated on September 13, 2024

Why Separating Knowledge, Compute and Storage is the Next Big Leap in Data Platforms

Traditionally, these three elements of a data platform were intertwined, leading to dependencies that impeded scalability. Our experts explain why you should separate them.

Expert Contributors
Software Engineering Perspectives
Data Architecture
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Payal Arora Payal Arora
Updated on September 04, 2024

How ‘AI for Good’ is Bad for Product Design

Digital absence negates the lives of billions of people already at the margins.

Expert Contributors
Design
Algorithms
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Carsten Rhod Gregersen Carsten Rhod Gregersen
Updated on August 20, 2024

Are You Ready for the AI of Things?

AI and edge computing are revolutionizing the Internet of Things. Here’s what you need to know.

Expert Contributors
Editors' Picks
Data + Analytics
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Vasu Sattenapalli Vasu Sattenapalli
Updated on August 19, 2024

How Generative AI Will Empower Self-Service Data Management

Generative AI and large-language models allow non-technical users to work directly with data, but make sure you implement these systems carefully.

Expert Contributors
Artificial Intelligence
IT Management
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Laurynas Gruzinskas Laurynas Gruzinskas
Updated on August 12, 2024

Data Engineers, Here’s How LLMs Can Make Your Lives Easier

Our experts demystifies how large language models can elevate data engineering, especially in the B2B sphere.

Expert Contributors
Data Structures
Big Data
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Sijie Guo Sijie Guo
Updated on August 12, 2024

Without This Component, Your AI Solution Is Useless

Organizations are rapidly working to implement AI solutions to reap its benefits. But real-time data is the gas that makes the AI car go.

Expert Contributors
Data Warehousing
Artificial Intelligence
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Kyle Brill Kyle Brill
Updated on August 07, 2024

What Is FaaS (Function-as-a-Service)?

FaaS uses a cloud provider to manage its infrastructure, enabling developers to run functions or code without needing to maintain their own servers.

Expert Contributors
Cloud Computing
Software
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Jignesh Patel Jignesh Patel
Updated on July 16, 2024

Enterprises Should Learn From Academia’s Reproducibility Crisis

A culture that prizes discovery over verification has led to a crisis in the quality of academic research. If businesses aren’t careful, the same problem will make their expensive data science solutions equally suspect.

Expert Contributors
Data Integrity
Data Engineering
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