Learn Stock Analysis from a Data Scientist

Welcome to the StrongBuyAnalytics Stock Analysis Academy — a free, comprehensive library of educational guides built by a data scientist with a 78% win rate across 3,000+ trades. Every article in this series is designed to teach you the exact frameworks, metrics, and mental models that professional analysts and disciplined traders use to evaluate stocks.

Whether you are a complete beginner trying to understand what fundamental analysis is, or an experienced investor looking to sharpen your valuation skills, these guides break down complex financial concepts into clear, actionable steps. You will learn how to read financial statements, calculate key ratios like P/E and ROE, identify undervalued stocks, and build a systematic approach to stock analysis that removes emotion from your decisions.

Each guide is written with real-world examples and practical applications so you can immediately apply what you learn. Start with any topic below, or work through them in order for a complete stock analysis education.

Beginner 12 min read

Fundamental Analysis of Stocks

A complete beginner guide to fundamental analysis — learn how to evaluate a company's financial health, intrinsic value, and long-term potential.

Step-by-Step 14 min read

How to Analyze a Stock Step-by-Step

Follow a 7-step framework to analyze any stock from scratch — covering business model, financials, growth, valuation, and risk.

Intermediate 15 min read

Stock Valuation Methods

Master DCF analysis, P/E multiples, P/B ratio, EV/EBITDA, and the Dividend Discount Model to determine a stock's fair value.

Beginner 8 min read

What Is P/E Ratio

Understand the price-to-earnings ratio, how to calculate it, what makes a good P/E, and how to use it to compare stocks.

Beginner 7 min read

What Is ROE

Learn what return on equity measures, why Warren Buffett loves it, and how to use ROE to identify well-managed companies.

Essential 13 min read

How to Read Financial Statements

Decode the income statement, balance sheet, and cash flow statement to uncover a company's true financial picture.

Intermediate 10 min read

How Earnings Reports Affect Stock Prices

Understand earnings beats, misses, guidance, and why stocks sometimes drop after great results.

Strategy 9 min read

Growth vs Value Stocks

Compare growth and value investing strategies, learn when each approach works best, and find your investing style.

Intermediate 11 min read

How to Find Undervalued Stocks

Learn the screening criteria, valuation metrics, and qualitative signals that help you spot stocks trading below their intrinsic value.

Strategy 10 min read

Best Time to Buy a Stock

Explore demand zones, market cycles, seasonal patterns, and data-driven timing strategies for entering stock positions.

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