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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What is Data Anonymization?
Protecting customer data, especially PII, is absolutely critical for any business. Data anonymization is just one way security teams are securing data without sacrificing strong analysis.

Data Aggregation: How It Works
Without aggregation, insights from a given data set will lack value and accuracy. Aggregation is the first step toward unlocking the story behind the numbers.

What is a DBMS (Database Management System)?
Getting started with databases? From relational, to object-orientated, here's our beginner's guide to Database Management Systems!

Top Data Science & Data Analytics Certifications
Don’t get overwhelmed sorting through which certification to earn — we’ve made it easy for you. Check out the best data science & data analytics certifications to earn.