Austin Chia's Blog Posts

Austin Chia is a data analyst, analytics consultant, and technology writer. He is the founder of Any Instructor, a data analytics & technology-focused online resource. Austin has written over 200 articles on data science, data engineering, business intelligence, data security, and cybersecurity. His work has been published in various companies like RStudio/Posit, DataCamp, CareerFoundry, n8n, and other tech start-ups. Previously worked on biomedical data science, corporate analytics training, and data analytics in a health tech start-up.

User Engagement Metrics To Know
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User Engagement Metrics To Know

Measuring user engagement (UX) shows how users interact with your products and services. UX metrics help you know what’s working and what to improve.
Data Modeling: An Introduction
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7 Minute Read

Data Modeling: An Introduction

With all the data we have today, data modeling has become a super important way to understanding that data. Learn about modeling data here.
The Ultimate Guide to Business Metrics
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7 Minute Read

The Ultimate Guide to Business Metrics

Metrics help you measure and understand what’s really going on inside your business. But where to start? Where to simplify? This guide has you covered.
The Data Engineer Role, Explained
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5 Minute Read

The Data Engineer Role, Explained

Whether managing, cleaning, or structuring data — data engineers are an incredibly important role in tech. Dive into their responsibilities and business impacts here
SQL for Data Science: Introduction & Tutorial
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8 Minute Read

SQL for Data Science: Introduction & Tutorial

SQL is among the most powerful tools a data scientist can use. Get the full introduction for using SQL for data science in this complete guide.
What Are Vector Databases?
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6 Minute Read

What Are Vector Databases?

Need your AI models to be more efficient? The solution might lie in vector databases. Learn what vector databases are and can do in this complete introduction.