Hey, I’m Baraa — a data expert who has led Big Data, Data Lakehouse, and BI projects at top companies like Mercedes-Benz, with over a decade of real-world experience.

Explore my full content here: https://www.youtube.com/@DataWithBaraa | | 🎓 Udemy Courses | 💼 LinkedIn Profile | 📰 Newsletter

This is a clear, practical roadmap - built from real industry experience. It’s the guide I wish I had when I was starting out

🎓 Learning Materials

https://youtu.be/ITGF5L20zJE

📚 My Favorite Books, Gear & Apps

Understand the Role - The Data Analyst

You can’t start the journey if you don’t know the destination.

As a data analyst, your job is to find answers in data that help businesses make smarter decisions.

You’ll work with raw numbers and uncover insights using simple tools like SQL and Power BI/Tableau.

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Data Analytics Phases

Phases

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Your Data Analytics Journey

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Phase 1: Learn the Core Skills 📚

It’s time to gear up. You don’t need everything - just the right skills.

These 4 skills are non-negotiable - master them well:

Skills

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Phase 2: Learn by Doing 🔨

Learning tools and watching courses is a good start - but it’s not enough. You need to build projects for two reasons:

  1. This is where real learning happens
  2. Projects are your proof

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Phase 3: Get Hired 💼

Start Applying Before You Feel 100% Ready

80% ready = ready to apply. Most people wait too long - you shouldn’t.

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Phase 4: Keep Growing 📈

Got the job or still applying? Keep going - every new skill gives you an edge.

This is your time to go beyond the basics and truly stand out.

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