Super Data Science: ML & AI Podcast with Jon Krohn

959: Building Agents 101: Design Patterns, Evals and Optimization (with Sinan Ozdemir)

Listen Later

AI entrepreneur and bestselling author Sinan Ozdemir speaks to Jon Krohn about the practical differences between agentic AI and AI workflows, why evaluating accuracy on its own won’t tell you enough about AI models, and more about his latest book Building Agentic AI. 


This episode is brought to you by the ⁠⁠Dell⁠⁠, by ⁠⁠Intel⁠⁠, by Fabi and by Cisco.


Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠www.superdatascience.com/959⁠⁠⁠⁠⁠⁠⁠


Interested in sponsoring a SuperDataScience Podcast episode? Email [email protected] for sponsorship information.


In this episode you will learn:

  • (04:57) Exploring the differences between workflows and agents
  • (17:03) How to work out parameter count for a given task
  • (25:26) The best way to evaluate LLMs
  • (33:12) How to run hybrid workflow + agentic projects effectively
    • ...more
    View all episodesView all episodes
    Download on the App Store
    Super Data Science: ML & AI Podcast with Jon KrohnBy Jon Krohn
    • 4.6
    • 4.6
    • 4.6
    • 4.6
    • 4.6

    4.6

    295 ratings

    More shows like Super Data Science: ML & AI Podcast with Jon Krohn

    View all
    Data Skeptic by Kyle Polich

    Data Skeptic

    478 Listeners

    Software Engineering Daily by Software Engineering Daily

    Software Engineering Daily

    627 Listeners

    Talk Python To Me by Michael Kennedy

    Talk Python To Me

    583 Listeners

    NVIDIA AI Podcast by NVIDIA

    NVIDIA AI Podcast

    348 Listeners

    AI Today Podcast by AI & Data Today

    AI Today Podcast

    160 Listeners

    DataFramed by DataCamp

    DataFramed

    267 Listeners

    Practical AI by Practical AI LLC

    Practical AI

    216 Listeners

    The Real Python Podcast by Real Python

    The Real Python Podcast

    140 Listeners

    Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

    Machine Learning Street Talk (MLST)

    99 Listeners

    No Priors: Artificial Intelligence | Technology | Startups by Conviction

    No Priors: Artificial Intelligence | Technology | Startups

    142 Listeners

    AI Chat: ChatGPT, AI News, Artificial Intelligence, OpenAI, Machine Learning by Jaeden Schafer

    AI Chat: ChatGPT, AI News, Artificial Intelligence, OpenAI, Machine Learning

    162 Listeners

    This Day in AI Podcast by Michael Sharkey, Chris Sharkey

    This Day in AI Podcast

    228 Listeners

    The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

    The AI Daily Brief: Artificial Intelligence News and Analysis

    668 Listeners

    AI For Humans: Weekly AI News, Tools & Trends by Kevin Pereira & Gavin Purcell

    AI For Humans: Weekly AI News, Tools & Trends

    280 Listeners

    Training Data by Sequoia Capital

    Training Data

    40 Listeners