Free Learning Roadmap

How to Become a Financial Analyst

Financial modelling, valuation, forecasting, and presenting numbers to decision-makers. The analytical trunk that FP&A, investment banking, and corp-dev fork from.

Topics
11
Resources
37
Cost
Free
Most resources are free or freemium
Format
Self-paced

1. Accounting Fundamentals

core
The Three Statements

Income statement, balance sheet, cash flow. How they link. The single most important literacy in finance.

GAAP vs IFRS

US GAAP vs international standards. Where they diverge (revenue recognition, leases, inventory) matters for global analysts.

2. Excel Mastery

core
Excel Fluency

Keyboard shortcuts, INDEX/MATCH, XLOOKUP, arrays, pivot tables. Finance runs on Excel — speed matters.

Financial Modelling

Three-statement models, DCFs, LBOs, M&A models. Best-in-class formatting and audit trails.

3. Valuation

core
Discounted Cash Flow

The intellectual foundation of valuation. Terminal value, WACC, sensitivity analysis. Every analyst builds one.

Comparable Company & Precedent Transaction

Multiples analysis, EV/EBITDA, P/E. Fast triangulation on DCF outputs.

4. Forecasting & Budgeting

core
Revenue Forecasting

Top-down vs bottom-up, driver-based models, cohort analysis. Where FP&A analysts spend most of their time.

Budgeting & Rolling Forecasts

Zero-based budgeting, rolling forecasts, variance analysis. The annual planning ritual.

5. Corporate Finance

core
Capital Structure

Debt vs equity, WACC, capital allocation. How CFOs actually think.

Capex vs Opex, IRR, NPV

Investment decision frameworks. Payback period, hurdle rates, real options.

6. Markets & Macro Literacy

recommended
Reading the Markets Daily

WSJ, FT, Bloomberg, Money Stuff. Even in-house analysts need daily macro literacy.

Macro Fundamentals

GDP, inflation, monetary policy, yield curves. Enough to interpret why the CFO is worried.

7. Credentials

recommended
CFA Charter

The globally-recognised buy-side credential. 3 exams, ~900 hours each. Career-defining for asset management / equity research.

CPA / CMA / ACCA

Accounting-heavy credentials. Different jurisdictions, different specialisations. CPA for US public accounting, ACCA for UK/global.

8. SQL & Analytics

recommended
SQL for Finance

As finance teams pull data directly from warehouses, SQL literacy is now table stakes for mid-level analysts.

Python for Finance

pandas, numpy, quant libraries. For analysts working on data-heavy or quantitative work.

9. Presenting to Execs

core
The Pyramid Principle

Minto's framework. Answer first, then supporting arguments. Non-negotiable for exec communication.

Board Decks & Memos

One chart per page, ruthless simplification. Amazon-style memos are back in vogue for CFO offices too.

10. Sub-Disciplines

recommended
FP&A

Financial planning & analysis. Runs the operating rhythm of the business. Different from investment banking or corp-dev.

Banking vs Industry vs Buy-Side

The three main paths. Different lifestyles, different comp, different exit options.

11. Career & Voices

optional
Voices to Follow

Where working finance professionals read + listen.

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Curated by WhatTNext Ai · methodology · all roadmaps · last updated 2026-07-29