Data Science and Optimization
Data Science and Optimization
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Welcome to the website of the Data Science and Optimization (dsOpt) research group at Istanbul Bilgi University! Please explore our page to find out more about researchers affiliated with our group, our research projects, our education track, our industry collaborations, available online resources, and our blog.

Recent Feeds in Data Science and Optimization

  • Avoiding Entity Key Drift in a Data Lake: Step 2, When Fuzzy Matching Stops Working
  • A RAG That Says “Not in This Document” Has to Show Four Kinds of Evidence
  • Graph Neural Networks: GCN, MPNN, and GAT, Explained Simply
  • A Practical Introduction to PySpark Window Functions
  • Developing provably correct Rust code with Verus
  • When LLM judges agree, should we believe them?
  • SOP-Bench: A new benchmark for evaluating AI agents on real business procedures
  • A decade of mathematical certainty: Reflections on the Automated Reasoning Group
  • Quantifying User Behavior Patterns to Build Better Predictive Features
  • This Python Library Can Run Pandas Workloads Up to 20x Faster
  • 5 Real-World Applications of Agentic AI in Enterprise Automation
  • Free Transcription with Speakr
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Data Science and Optimization
  • Home
  • Meet the Team
  • Research
  • Education
  • Industry Collaborations
  • Resources / Links
  • Blog