1. Lines and paths

Role path

Finance for Tech

Speak both finance and tech: budgets, cloud costs, unit economics and business cases.

6 tools9 courses4 lines49 lessons open4 career stages29 h in total

  1. Fresher

    Station 1Finance for Tech TeamsRead the numbers behind technology: P&L, unit economics, budgets, cloud costs, business cases and vendor deals.Beginner6 lessons3.5 h6 episodes
  2. Change to the Data line

    Station 2Data Analysis with Excel, Python & AIGo from a vague question to a clear answer: clean and pivot data in a spreadsheet, repeat the analysis in Python with pandas, check an AI assistant's work and write a one-page answer people act on.Beginner7 lessons4.5 h7 episodes
  3. Junior

    Change to the System Design line

    Station 3How the Web WorksFollow one request from a phone to a server and back, design APIs that survive real networks, and put numbers on speed, load and reliability.Beginner6 lessons3 h6 episodes
  4. Change to the Product Management line

    Station 4Product Thinking FoundationsLearn what a product manager really does, and how to turn any request into a clear problem, a map of the people involved and a value case checked against the four risks.Beginner4 lessons2.5 h4 episodes
  5. Station 5The Business of ProductCheck that every order, customer and investment makes money: unit economics, business cases a managing director will sign, pricing and packaging, and marketplaces with real moats.Intermediate4 lessons2.5 h4 episodes
  6. Mid-level

    Change to the Data line

    Station 6Dashboards and Business IntelligenceModel data for reporting, define metrics once, design dashboards around decisions and keep them fresh, tested and trusted.Intermediate6 lessons3.5 h6 episodes
  7. Change to the Product Management line

    Station 7Metrics & Product AnalyticsPick the numbers that matter, read funnels and cohorts, trust your data, run experiments and pilots, and turn a metric drop into a decision.Intermediate6 lessons4 h6 episodes
  8. Senior

    Station 8Strategy, Priorities & RoadmapsTurn a pile of requests into a clear strategy, outcome goals, a priority order that holds up in the meeting, an honest roadmap and sound build-or-buy decisions.Intermediate5 lessons3 h5 episodes
  9. Station 9Communication & LeadershipWrite memos that get a decision in one meeting, present answer-first to a managing director, lead people who don't report to you, prepare for PM interviews and grow as a PM or product leader.Advanced5 lessons3 h5 episodes