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Classification and Simple Explanation
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Classification Basics and the Role of Explanation
Overview: Classification Basics and the Role of Explanation
Why classification comes before explanation
Activity: Sort transactions by what they are
What a good explanation does
What an explanation must include
How classification and explanation support later work
Judgment check: would you sign your name to it?
Exercise: Section Exercise
Review: Classification Basics and the Role of Explanation
Account Categories and Classification Rules
Overview: Account Categories and Classification Rules
What an account category does
Activity: Sort transactions into account categories
Common account groups in small-business records
Rules for classifying transactions
Activity: Apply the classification rule tree
How evidence changes the category choice
Checking consistency across repeated transactions
Activity: Spot inconsistent coding
When to stop and ask for help
Exercise: Section Exercise
Review: Account Categories and Classification Rules
Reading What the Classifications Say About the Business
Overview: Reading What the Classifications Say About the Business
What a Classification Tells You
Activity: Match the classification to the business signal
Routine Pattern or One-Time Event
What Repeated Classifications Reveal
Activity: Read a pattern in the ledger
When the Classification Tells a Bigger Story
Activity: Turn classification into a business explanation
Reading Before You Explain
What Not to Claim from a Classification
Exercise: Section Exercise
Review: Reading What the Classifications Say About the Business
Simple Explanations for Owners and Non-Accountants
Overview: Simple Explanations for Owners and Non-Accountants
Why simple explanations matter
Activity: Rewrite jargon into plain English
What owners need to hear, not just what accountants know
Turning classifications into useful statements
Activity: Match the category to the business meaning
Avoiding vague or misleading explanations
Short explanation patterns that work
Activity: Build a three-part explanation
Judgment check: would you sign your name to this?
Reading-only wrap-up for owner-focused explanations
Exercise: Section Exercise
Review: Simple Explanations for Owners and Non-Accountants
Common Misclassifications and How to Correct Them
Overview: Common Misclassifications and How to Correct Them
Why Misclassifications Happen
Activity: Sort the Misclassified Transactions
Assets, Expenses, and Prepayments
AP, AR, and Cash Confusions
Activity: Match the Money Flow
Payroll and Owner Transactions
Reading the Clue, Not Just the Label
Activity: Find the Clue That Changes the Classification
Fixing the Record and Explaining the Change
Exercise: Section Exercise
Review: Common Misclassifications and How to Correct Them
Putting Classification and Explanation Together
Overview: Putting Classification and Explanation Together
Link the Code to the Meaning
Activity: Match Classifications to Plain-English Notes
What Makes an Explanation Useful
Use Evidence, Not Guesswork
Activity: Trace the Evidence Behind the Note
Keep the Note Short and Decision-Ready
Check for Mismatch Between Code and Explanation
Activity: Find the Broken Pair
Reading-only: Judgment in a Review Cycle
Exercise: Section Exercise
Review: Putting Classification and Explanation Together
Course Study Guide
Overview: Course Study Guide
Recap
What You Can Do Next
Additional References
Review: Course Study Guide
Lab: Classify a Simple Business Transaction Set
Overview: Lab: Classify a Simple Business Transaction Set
Lab: Classify a Simple Business Transaction Set
Review: Lab: Classify a Simple Business Transaction Set
Lab: Classify a Simple Business Transaction Set
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Course Demonstrations
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Level 1: Generative AI Foundation
Level 2: Grounding AI with your Data
Level 3: Automating AI Workflows
Office
Webinars
Power BI
Programming
WordPress
Microsoft Official
Accounting
CompTIA
Google
Upskilling Series
ONLC Staff Training
Generative AI Skills
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Classification and Simple Explanation
Organize the numbers and explain what they mean to a business owner.
Skill Level
:
Beginner