Data Scientist Roadmap 2025 📊 | From Beginner to Pro! #datascientist

Want to become a Data Scientist in 2025? 🤖📊
This roadmap will take you from statistics to machine learning — science meets code!

✅ Beginner: Python, Math, Stats
🚀 Intermediate: Pandas, NumPy, EDA
🔥 Advanced: ML Models, Scikit-Learn, Model Tuning
🧪 Bonus: Real-world Projects, Kaggle, Model Deployment

👨‍💻 Perfect for: Analysts, ML enthusiasts, Statisticians
📚 Resources: Coursera, fast.ai, Scikit Docs

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