Data Science Roadmap #datascience #python #dataanalysis #ml #ai #jroshancode

🔥 Data Analysis to Data Science FULL Roadmap 2025 | SQL, Python, ML, Deep Learning, GenAI

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📌 Data Analysis Roadmap
✔ SQL (MySQL, PostgreSQL, SQLite)
✔ Excel (Advanced Formulas, Pivot Tables, Dashboards)
✔ Python (NumPy, Pandas, Matplotlib, Seaborn)
✔ Statistics (SciPy, Statistics)
✔ Power BI / Tableau for Visualization

📌 Data Science Roadmap
✔ Python (NumPy, Pandas, Matplotlib, Seaborn)
✔ Statistics (SciPy, Statistics)
✔ Feature Engineering
✔ EDA (Null values, Outliers, Duplicates, Time Series)
✔ Machine Learning (Scikit-Learn)
✔ Deep Learning (TensorFlow, Keras)
✔ Computer Vision (Torch)
✔ NLP (SpaCy, NLTK)
✔ Generative AI / Agentic AI

🔥 What You’ll Learn
⭐ Skills required for Data Analyst & Data Scientist
⭐ Tools to master (Python, SQL, BI tools, ML frameworks)
⭐ Roadmap for beginners to advanced learners
⭐ How to start projects & build a portfolio
⭐ The most in-demand AI & analytics skills in 2026

🔗 Follow for More
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▶️ YouTube: @tech_jroshan
💼 Roshan Jha: roshan-jha-tech

#DataAnalysis #DataScience #MachineLearning #DeepLearning
#GenerativeAI #AgenticAI #SQL #Python #Analytics #TechJRoshan
#Roadmap2025 #DataCareer #BigData #PythonForDataScience

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