Financial Modeling & Forecasting — Kenji Explains
YouTube / Career Principles · 15 min
Kenji Explains has built one of the most trusted finance education channels on YouTube by delivering genuinely practical financial modeling and forecasting content in 10-20 minute videos. With 692K subscribers and a reputation for making complex finance concepts accessible without dumbing them down, Kenji's channel is particularly valuable for FP&A professionals who want to strengthen their modeling skills.
Kenji Explains has built his 692K subscriber base through a consistent approach: answering the practical questions that finance professionals actually have, in the amount of time they actually have available, using real company examples that make the techniques immediately applicable. The channel's strength is not breadth but depth — Kenji covers fewer topics than CFI but covers each one more practically.
Kenji's Approach: Practical Over Theoretical
What distinguishes Kenji Explains from academic finance content is the consistently practical orientation. Kenji builds models in real time, makes intentional mistakes to illustrate error patterns, and explains not just how to build something but why it's built that way. This approach closely mimics how modeling is actually taught in investment banking and FP&A environments — learning by doing with expert commentary.
Top Content for FP&A Professionals
Kenji's most relevant videos for FP&A work: DCF modeling explained (essential for capital allocation decisions), budget vs. actuals variance analysis (practical FP&A skill), financial modeling best practices (structure, formatting, error reduction), Power BI for finance (increasingly important for FP&A professionals), and capital budgeting decision frameworks (CapEx evaluation for FP&A teams).
- DCF modeling: discounted cash flow from first principles to sensitivity analysis
- Budget vs. actuals: building a variance analysis framework that identifies root causes
- Modeling best practices: structure, formatting, error-checking, and documentation
- Power BI for finance: from zero to dashboard for FP&A professionals
- Capital budgeting: NPV, IRR, and payback period for CapEx decisions
15-Minute Format: What Works and What Doesn't
Kenji's videos are typically 10-20 minutes — long enough to cover a meaningful topic but short enough to complete in a single sitting. This format works exceptionally well for 'how do I do X?' questions (variance analysis, specific Excel functions, DCF mechanics) but is less suited to broad conceptual learning. Use Kenji for technique questions; use CFI or Simon Sez IT for broader conceptual foundations.
Supplementing Kenji with Practice
Like all financial modeling education, Kenji's content is significantly more valuable when combined with practice on real financial data. After each relevant video, find a public company in your industry, download their last 3 years of financial statements, and build the model or analysis Kenji demonstrated using their actual data. Comparing your model outputs to analyst consensus estimates (available on Yahoo Finance or Bloomberg) provides instant feedback on model quality.
- Download target company's 10-K or annual report from their investor relations page
- Build the model Kenji demonstrated using real company data
- Compare outputs to analyst consensus estimates for reality-checking
- Share your model with a colleague or post to a finance community for feedback
I build the models wrong on purpose. When you see the error and then see the fix, you understand why the correct approach is correct. That's how modeling is actually taught in investment banking.— Kenji Explains (YouTube channel description, Career Principles)
Practical Implementation Checklist
- Use Kenji's channel specifically for 'how do I do X?' technique questions: DCF mechanics, variance analysis structure, Excel formula questions, Power BI dashboard setup — these are where his 15-minute format excels
- After each relevant video, download a 10-K or annual report for a company in your industry and build the model Kenji demonstrated using their real data — don't use Kenji's example company
- Compare your practice model outputs to analyst consensus estimates (Yahoo Finance, Bloomberg) — this is the fastest feedback loop for evaluating model quality
- Use Kenji for technique questions and CFI or Simon Sez IT for broader conceptual foundations — these channels are complementary, not competitive
- Pay particular attention to Kenji's intentional mistakes — when he builds something wrong and then corrects it, the correction sticks in memory far better than a demonstration that's correct from the start
- Post your practice model in a finance community (Reddit r/financialmodeling, LinkedIn finance groups) and ask for feedback — external review catches blind spots that self-review misses
Kenji Explains is the go-to free resource for practical financial modeling technique questions. The 10–20 minute format, real-time building approach, and intentional error-then-correction pedagogy make it ideal for the targeted 'how do I do this specific thing?' learning that practitioners need most. Combine with CFI for conceptual foundations and you have a complete free finance education library.
Key Takeaways
692K subscribers and consistently practical content makes this one of the most trusted free finance channels
Best for: specific technique questions (DCF, variance analysis, Excel formulas, Power BI)
15-minute format is ideal for targeted learning; less suited to broad conceptual foundations
Combine with practice: build every model on real company data, not example data
Particularly strong on: DCF modeling, financial modeling best practices, and Power BI for finance
Intentional errors are a feature: the error-then-correction approach builds genuine understanding of why correct methods are correct
Compare practice model outputs to analyst consensus estimates — this is the fastest accuracy feedback mechanism available without industry access
