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Austin Chia

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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An Introduction to Threat Monitoring

Discover threat monitoring, its importance in combating rising cyber risks, top tools, best practices, and how AI enhances real-time protection for your business.
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Chief Data Officer: Responsibilities and Skills

In this post, we will explore the chief data officer (CDO) role, including their key responsibilities, skills, and qualifications.
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Individual Contributors vs Managers: Differences in Roles

Explore the differences between individual contributors and managers, their roles, transitions, and synergies in organizations.
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Maximum Acceptable Outage (MAO) Explained

Learn how Maximum Acceptable Outage (MAO) helps organizations minimize downtime and ensure business continuity.
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Fundamentals of Metadata Management

Metadata management includes a set of processes, policies, and technologies that govern how metadata is managed within an organization.
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Log Files: Definition & Introduction

Discover the importance of log files in development and production environments, their types and formats, best practices, and tools for log file analysis.
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Log Analysis: A Complete Introduction

Learn what log analysis is, explore key techniques and tools, and discover practical tips to effectively analyze system log files.
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Fusion Teams: What Are They?

Fusion teams, also known as cross-functional or interdisciplinary teams, come together to work on a specific project or initiative. Get the full story here.
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The Product Development Lifecycle, Explained

Have a new idea for a great product? The product development lifecycle takes your idea from its initial conception to its final release and beyond.
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Data Trends in 2024: 8 Trends To Follow

Data is changing everything. But what specific trends are really driving these massive shifts? Get the full story on current data trends.
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What’s OSINT? Open-Source Intelligence Explained

Open-source intelligence (OSINT) is the term for collecting and analyzing publicly available data to generate actionable intelligence. Get the full story on OSINT here.
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What Are Stored Procedures?

An important feature of SQL, stored procedures greatly improve the efficiency, security, and functionality of your database. Get the full story here.
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AI Bill of Rights: What Does It Mean?

In this blog post, we will delve into what the AI Bill of Rights is, its key principles, and the future of AI regulation in the United States.
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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.
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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.
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Synthetic Data: Everything You Need to Know

Synthetic data is one approach to data-driven technologies, like ML and AI, that can help solve current problems and enable more innovation. Learn more here.
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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.
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What is a Data Engineer?

Whether managing, cleaning, or structuring data — data engineers are an incredibly important role in tech. Dive into their responsibilities and business impacts here