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Course curriculum

  • 1

    ODSC West Keynotes

    • The Current and Future State of Autonomous Agents by Yohei Nakajima

    • Beyond Models – Applying AI and Data Science Effectively by Dr. Alfred Spector

    • Virtual Fireside Chat with Gary Marcus, PhD
  • 2

    ODSC West Talks

    • Operationalizing AI Agents in Data Analytics Workflows by Ines Chami

    • Reinforcement Learning with Human Feedback by Luis Serrano, PhD

    • “Just Do Something with AI”: Bridging the Business Communication Gap for ML Practitioners by Stephanie Kirmer

    • Preference Learning from Minimal Human Feedback for Interactive Autonomy by Erdem Bıyık, PhD

    • Frontiers of Foundation Models for Time Series by Yan Liu, PhD

    • Towards Deployable Robot Learning Systems by Zipeng Fu

    • Challenges and Considerations in Language Model Evaluation by Lintang Sutawika

    • Dimensional Data Modeling in the Modern Era by Dustin Dorsey

    • AI-Powered ETL Pipeline Orchestration: Multi-Agent Systems in the Era of Generative AI by Brij Kishore Pandey

    • Small Data Manifesto: Data infrastructure to build bigger with less by Ryan Boyd

    • Building and Deploying LLM applications with Apache Airflow by Kaxil Naik

    • Lessons Learned Applying Large Language Models in Healthcare by David Talby, PhD

    • Explainability Explained: From Beta coefficients to SHAPly Values by Giorgio Francesco Clauser

    • RAG Pipelines Letting You Down? How The Fitch Group Handles High-Similarity, Frequently Updated Document Sets in Financial Services by Pablo Vega-Behar