Practical AI: Machine Learning, Data Science, LLM

By: Changelog Media
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  • Summary

  • Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more). The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!
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Episodes
  • The path towards trustworthy AI

    The path towards trustworthy AI
    Oct 29 2024
    Elham Tabassi, the Chief AI Advisor at the U.S. National Institute of Standards & Technology (NIST), joins Chris for an enlightening discussion about the path towards trustworthy AI. Together they explore NIST's 'AI Risk Management Framework' (AI RMF) within the context of the White House's 'Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence'.
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    52 mins
  • Big data is dead, analytics is alive

    Big data is dead, analytics is alive
    Oct 24 2024
    We are on the other side of "big data" hype, but what is the future of analytics and how does AI fit in? Till and Adithya from MotherDuck join us to discuss why DuckDB is taking the analytics and AI world by storm. We dive into what makes DuckDB, a free, in-process SQL OLAP database management system, unique including its ability to execute lighting fast analytics queries against a variety of data sources, even on your laptop! Along the way we dig into the intersections with AI, such as text-to-sql, vector search, and AI-driven SQL query correction.
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    50 mins
  • Practical workflow orchestration

    Practical workflow orchestration
    Oct 15 2024
    Workflow orchestration has always been a pain for data scientists, but this is exacerbated in these AI hype days by agentic workflows executing arbitrary (not pre-defined) workflows with a variety of failure modes. Adam from Prefect joins us to talk through their open source Python library for orchestration and visibility into python-based pipelines. Along the way, he introduces us to things like Marvin, their AI engineering framework, and ControlFlow, their agent workflow system.
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    58 mins

Featured Article: These Listens Get Real About Artificial Intelligence


It seems artificial intelligence—or AI, for short—is a mainstay of headlines these days. But with the field growing so rapidly and changing day by day, it’s practically impossible to keep up with all the new developments. And whether you're excited, skeptical, or just curious about AI, there's one thing that seems certain—artificial intelligence is here to stay. Stay up-to-date on the ever-growing field of AI with these exceptional nonfic audiobooks and podcasts.

Featured Article These Listens Get Real About Artificial Intelligence

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