"ODSC AI West 2025 returns with a lineup of cutting-edge sessions that bring together the best minds in AI, data science, and machine learning. For those unable to attend in person, ODSC's virtual sessions offer the perfect way to learn, engage, and upskill from anywhere in the world. Whether you're building AI agents, fine-tuning models, or scaling data pipelines, these online sessions provide deep insights and practical takeaways from industry leaders."
"AI agents are redefining what it means to automate complex workflows. In this session, Sergio introduces Smolagents, Hugging Face's lightweight framework for building agentic systems. Unlike traditional LLMs that only generate responses, AI agents act - connecting with APIs, tools, and real-world systems. Attendees will explore the Levels of Agency, the ReAct (Reason + Act) paradigm, and hands-on coding examples to build custom agents. From orchestrating multi-agent workflows to integrating RAG pipelines, this workshop bridges the gap between theory and implementation for modern AI practitioners."
ODSC AI West 2025 returns with a lineup of cutting-edge virtual sessions enabling remote learning and professional upskilling. Sessions cover building AI agents using Smolagents, emphasizing Levels of Agency, the ReAct (Reason + Act) paradigm, API/tool integration, multi-agent orchestration, and RAG pipeline integration with hands-on coding. Core mathematical foundations receive focused treatment, including differential calculus, linear algebra, loss functions, derivatives, and gradient descent demonstrated through live NumPy coding to show model training. Additional offerings explore AI-assisted software development and practical strategies for scaling data pipelines, aiming to provide deep insights and actionable takeaways for data practitioners.
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