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Top Data Science Projects to Build an Outstanding Portfolio (2025 Edition)

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???? 1. Real-World, High-Impact Projects (Must-Haves) 1️⃣ End-to-End ML Pipeline (Production Ready) Build a full ML system with: Data ingestion → cleaning → modeling → evaluation Deployment using FastAPI or Flask CI/CD + Docker Model monitoring (drift detection) Why it’s great: Shows you can do real industry-level work. 2️⃣ Sentiment Analysis Using LLM Embeddings... https://blognest.adseon.xyz/top-data-science-projects-to-build-your-portfolio/

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