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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AI Infrastructure Explained: How to Build Scalable LLM and ML Systems
Discover what AI infrastructure is, why it matters, and how compute, storage, networking, ML frameworks, and observability work together to enable scalable, high-performance AI systems.

How to Use LLMs for Log File Analysis: Examples, Workflows, and Best Practices
Learn how to use LLMs for log file analysis, from parsing unstructured logs to detecting anomalies, summarizing incidents, and accelerating root cause analysis.

Log Analytics: How To Turn Log Data into Actionable Insights
Breaking news: Log data can provide a ton of value, if you know how to do it right. Read on to get everything you need to know to maximize value from logs.

Knowledge Graphs: What They Are and Why They Matter
Knowledge graphs can make organizing and understanding information much easier. Learn how they work and what benefits they provide in this comprehensive guide.

Data Enrichment Strategies: How to Enhance Your Business Data for Better Insights
Unlock business growth with data enrichment. Discover key strategies, tools, and best practices to enhance data quality, drive insights, and improve decision-making.

The Cloud Architect Role: An Overview of Responsibilities & Skills
Cloud architects design and manage cloud strategies, infrastructure, and security. Discover key skills, responsibilities, salary ranges, and career growth insights.