Скачать или смотреть 🚀 Complete Data Science Roadmap for 2025 – Visual Flow Diagram

🚀 Complete Data Science Roadmap for 2025 – Visual Flow Diagram

If you're aiming for a career in Data Science, this roadmap is your guide to success! Whether you're a beginner or a transitioning professional, this flowchart will walk you through the key skills, tools, and technologies you need in 2025.

🧠 What you’ll learn in this roadmap:
✅ Python for Data Science (NumPy, Pandas)
✅ Data Cleaning & Exploration (EDA)
✅ Data Visualization (Matplotlib, Seaborn, Plotly)
✅ SQL for Data Extraction
✅ Statistics & Probability
✅ Machine Learning (Scikit-learn, XGBoost)
✅ Deep Learning (TensorFlow, PyTorch)
✅ Big Data Tools (Spark, Hadoop)
✅ Real-time Projects & Kaggle Practice
✅ Deployment (Streamlit, Flask, Docker)

📌 Suitable for:

Students & freshers

Working professionals switching to DS

Aspiring data analysts and ML engineers

Bootcamp learners

🧠 Master the most in-demand tech stack and kickstart your Data Science career in 2025!

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