ananttripathi/AI-ML-Projects-UT-Austin
A comprehensive AI & ML project portfolio from the University of Texas at Austin PG Program, demonstrating real-world data science and machine learning solutions.
Covers 11 end-to-end projects spanning classification, time series forecasting, computer vision, and generative AI—each structured with business problem definition, exploratory analysis, modeling, and deployment concepts. Projects employ diverse ML paradigms including cost-sensitive learning for industrial maintenance, agentic workflows for information retrieval, retrieval-augmented generation (RAG) for medical knowledge systems, and MLOps pipelines with CI/CD automation. Notebooks run in Jupyter/Colab with modular folder organization, individual requirements files, and business-focused insights aligned to real-world use cases across finance, retail, healthcare, and manufacturing domains.
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16
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3
Language
Jupyter Notebook
License
MIT
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Last pushed
Jan 25, 2026
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