Every path in this forest begins with information.
The Intersection of Data, Business and Language
At first glance, data science, accounting, and linguistics appear to belong to entirely different worlds.
One is often associated with algorithms and technology. Another focuses on business, finance, and decision-making. The third examines language, communication, and meaning.
Yet the more I studied these fields, the more I realized they share a common foundation: information.
Whether we are analyzing data, preparing financial statements, or communicating ideas, we are ultimately working with information—collecting it, organizing it, interpreting it, and sharing it with others.
This realization became one of the inspirations behind Great Lakes Data Forest.
Data: Understanding Patterns
Data helps us move beyond intuition and anecdotes.
Through statistics, analytics, and computing, we can uncover patterns hidden within large amounts of information. Data allows us to identify trends, test assumptions, and make decisions based on evidence rather than guesswork.
My interest in data science grew from a desire to better understand complex systems and extract meaningful insights from information.
Yet data alone rarely tells the whole story.
Business: Organizing Information
Business organizations generate enormous amounts of information every day.
Accounting can be viewed as one of humanity’s most successful information systems. It provides a structured framework for recording, classifying, and summarizing economic activity so that individuals and organizations can make informed decisions.
My background in accounting and auditing taught me that good decisions depend not only on data, but also on the quality, consistency, and reliability of the information being used.
In many ways, accounting serves as the bridge between raw data and practical action.
Language: Communicating Information
Information has little value if it cannot be understood.
Language allows people to share knowledge, coordinate efforts, exchange ideas, and build relationships. It shapes not only how we communicate information, but also how we interpret reality itself.
Having lived and studied across multiple languages and cultures, I have become increasingly interested in how language influences perception, communication, and understanding.
The same information can often be interpreted differently depending on how it is expressed.
At the Intersection
The most effective professionals rarely rely on a single skill set.
Whether one works in accounting, auditing, analytics, technology, education, or management, success often requires the ability to:
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- Process information effectively
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- Organize information accurately
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- Communicate information clearly
These abilities sit at the intersection of data, business, and language.
While the tools and terminology may differ, the underlying challenge remains the same: transforming information into understanding.
Why This Forest Exists
Great Lakes Data Forest is a place to explore those intersections.
Some paths lead through accounting and finance. Others wander into data science, technology, languages, culture, books, travel, or everyday observations. Although the subjects may appear diverse, they are connected by a common curiosity about how people understand the world around them.
I do not view learning as a collection of isolated disciplines. Instead, I see knowledge as an ecosystem—much like the rivers, forests, and shorelines surrounding the Great Lakes. Different streams of knowledge flow together, influence one another, and occasionally reveal unexpected connections.
This website is an ongoing attempt to explore those connections.
Welcome to the forest.
— Linden Lake