ODSC West 2024 - Talks and Workshops
Access talks and workshops from ODSC West 2024!
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
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
Building Reliable Voice Agents with Open Source Tools by Sara Zanzottera
Scaling Deep Learning Training with Fully Sharded Data Parallelism in PyTorch by Shagun Sodhani
Creating APIs That Data Scientists Will Love with FastAPI, SQLAlchemy, and Pydantic by Ryan Day
Using APIs in Data Science Without Breaking Anything by Ryan Day
Introduction to Prompt Engineering and AWS Bedrock for Backend and Data engineers by Elad Hirsch
Building an Agentic Rag Application with LangGraph by Valentina Alto
Topological Deep Learning Made Easy with TopoX by Dr. Mustafa Hajij
Building LLM Applications Using Open-source Models by Sudip Shrestha, PhD