917: 8 Steps to Becoming an AI Engineer, with Kirill Eremenko
917: 8 Steps to Becoming an AI Engineer, with Kirill Eremenko

917: 8 Steps to Becoming an AI Engineer, with Kirill Eremenko

Episode publish date
August 26, 2025 11:00 AM (UTC)
Last edit date
Aug 27, 2025 1:56 AM
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August 27, 2025 2:56 AM (GMT+1)
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August 27, 2025 2:56 AM (GMT+1)
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Super Data Science: ML & AI Podcast with Jon Krohn

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[02:58] Measure Before You Build

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[04:10] Science Plus Deployment Equals Value

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[10:59] Explore LLMs Early

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[22:46] Design Agent Behavior Early

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[28:13] Build RAG Foundations

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[28:31] Inference-Time Customization Wins

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[40:22] Control Tool Routing In Code

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[43:50] Digital Twin Landed A Job

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[50:52] Cache LLM Calls

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[56:54] Secure Agents With Code And Logs

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[01:02:01] Embeddings Are Shallow

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[01:04:52] Treat Agents As Products