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.
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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
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
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
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
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?
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.