Mohamed A. Adel.

Suggested order

Complete Data Analysis first for the best foundation.

View Data Analysis →
++++FREE LEARNING PATHDATA DRIVEN DECISIONDATA DRIVEN DECISIONSTHE COMPLETELEARNING PATHMeasure progress against the goal.motif / gauge703624 · 24 · MODULE 1.6

Free learning path

Data Driven Decisions Roadmap

The complete learning path overview — follow these phases in order.

11 lessonsFirst lesson · 1-2 Weeks100% free
Start learning — Lesson 1
++++FREE LEARNING PATHDATA DRIVEN DECISIONDATA DRIVEN DECISIONSDATA DRIVENDECISIONS ROADMAPThe complete learning path overview — follow these…BEGINNER → ADVANCEDFULL PATHmotif / gauge899355 · 55 · MODULE 4.4

How this path works

11 lessons · 3h 45m total · 100% free

Sequenced topics take you from first concept to finished skill. Follow the order — every lesson assumes the previous one — and finish each phase before moving on. Each lesson ends with a mini project and a knowledge check so you always know you are ready for the next step.

  • Learn in order

    Phases build on each other — no skipping ahead.

  • Practice as you go

    Every lesson has hands-on work, not just theory.

  • Prove it

    Mini projects and checks mark what you've mastered.

Phase 1

Fundamentals

1

Data-Driven Decision Making Fundamentals

1-2 Weeks
2

KPI Design & Metric Frameworks

2 Weeks
3

Data Literacy & Critical Thinking

1-2 Weeks
4

Phase 1 Exam — DDDM Fundamentals

60 min

The core concepts and vocabulary you'll carry through the whole path. Short, confidence-building lessons that settle the foundation.

  • Speak the language — key terms, tools and the mental model
  • Complete your first guided walk-through end to end
  • Build a small reference example you can reuse later
Start Phase 1 — Data-Driven Decision Making Fund…
Phase 2

Intermediate

1

Experimentation & A/B Testing

2 Weeks
2

Statistical Thinking for Decisions

2 Weeks
3

Building a Data-Driven Culture

1-2 Weeks
4

Phase 2 Exam — Experimentation, Statistics & Data Culture

75 min

Real methods and tooling now: structured workflows, sharpened skills, and projects that mirror daily work.

  • Apply the real workflow used in the field, step by step
  • Produce your first realistic deliverable from raw input
  • Refine with feedback loops and self-review checks
Start Phase 2 — Experimentation & A/B Testing
Phase 3

Advanced

1

Decision Frameworks & Models

1-2 Weeks
2

Case Studies & Real-World Application

1-2 Weeks
3

Phase 3 Exam — Decision Frameworks & Real-World Application

90 min

The production-grade layer: do it well at scale, communicate it clearly, and earn the right to call it done.

  • Handle edge cases and quality checks the way pros do
  • Package results into a clear story for non-experts
  • Finish the capstone-style exercise and audit your output
Start Phase 3 — Decision Frameworks & Models

You're ready

You finished Data Driven Decisions

That's the full path — 11 sequenced lessons covering every phase. Your next move is the next linked path, which builds directly on what you just learned.

Next path: Data Analysis overview →
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