Ticker League

Lesson 08 / 08

Your final project — analyze a real company and earn your certificate

Seven lessons. Seven skills. One integrated framework. Now you put it all together: pick a company reporting this quarter, run the complete five-step analysis, write your thesis, and earn your Earnings Analyst certificate.

Reading time: 30 mins

What you have built across seven lessons

Before the project, a quick map of what you now know and how it connects. Seven skills. One integrated framework.

01

Report anatomy

Revenue, EPS, gross margin, guidance — the five signals.

02

Consensus & whisper

How estimates form, why they are biased, and the unofficial bar.

03

Ten-minute framework

A repeatable five-step process for any earnings release.

04

Metric weighting

Revenue vs EPS by sector. Which metric the market actually watches.

05

Operating KPIs

Subscribers, deliveries, ARR/NRR/RPO, same-store sales — the metrics beyond the headline.

06

GAAP vs adjusted

What companies add back, the SEC reconciliation rule, and judging earnings quality.

07

Guidance decoding

Types, sandbagging, transcript signals, and the guidance sandwich.

The project brief
You will analyze one company reporting this quarter using only public information — the earnings release and the Earnings Estimates game data. Complete the structured four-step analysis and submit a one-paragraph investment thesis to earn your certificate.

Before the project, a fast check that the core ideas from all seven lessons are locked in. If any answer surprises you, revisit that lesson before you start.

Quick review — six questions across the whole course

One question from each major theme of the course.

0/6 answered
01/ 06

A company beats on both revenue and EPS but the stock falls. Which single factor most often explains it?

02/ 06

The published consensus is $1.58 and the company reports $1.65 — but the stock dips. What likely happened?

03/ 06

EPS grew 37% while revenue grew 19% in the same quarter. What does that gap signal?

04/ 06

For a high-growth SaaS company, which metric is often the earliest warning of a slowdown?

05/ 06

A company’s non-GAAP profit is far larger than its GAAP profit, driven mostly by adding back stock-based compensation every quarter. How should you read it?

06/ 06

A management team beats its own guidance by roughly the same small margin every quarter for years. What does the pattern suggest?

Four steps. One thesis. One certificate.

Complete each step in order. The “Continue” button unlocks once you have filled in all fields in that step. Take your time — especially on step two.

Choose a company reporting this quarter. Pick one you know something about — familiarity with the business model helps you interpret the guidance signals more accurately.

Enter the ticker symbol of the company you want to analyze.

A sentence or two — this anchors your thesis later.

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