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MLOps Weekly Podcast
By Simba KhadderTechnology
MLOps Weekly Podcast episodes
- MLOps Week 22: Decoding RAG and Embeddings with Demetrios BrinkmannFor Episode 22 of the MLOps Weekly Podcast, Simba sits down with Demetrios Brinkmann, Founder of MLOps Community. They dive deep into the world of embeddings, vector databases, and why AI sometimes feels like ordering too much avocado toast. Tune in for a blend of MLOps wisdom, a sprinkle of humor, and a dash of existential AI crisis!41 min
- MLOps Week 21: The Future of ML Governance and Data Management with Kevin Petrie
For episode 21 of the MLOps Weekly Podcast, Simba Khadder and Kevin Petrie, VP of Research at Eckerson Group, delve into the challenges and opportunities of integrating MLOps in traditional enterprises. They discuss strategies to overcome technical debt in implementation, the pivotal role of data in the success of ML projects, navigating regulatory compliance in machine learning, and the future of AI governance.
28 min - MLOps Week 20: Reducing Friction on Data Teams with Harry GlaserOn Week 19 of the MLOps Weekly Podcast, Simba sits down with Modelbit Co-founder and CEO, Harry Glaser, to discuss the evolving landscape of data science roles, the friction between different data teams, and the importance of prioritizing organizational and workflow problems when building MLOps tools with impact.37 min
- MLOps Week 19: Navigating Traditional ML and LLM Workflows with Piero MolinoThis week on the MLOps Weekly Podcast, Simba sits down with Predibase, Co-Founder and CEO, Piero Molino, to discuss the differences between Ludwig and AutoML, iteration in traditional ML, and the ideal workflows for LLMs!31 min
- MLOps Week 18: The LLM Revolution & the Future of Data with Josh Wills
This week on the MLOps Weekly Podcast, Simba chats with Josh Wills, Investor and former Head of Data Engineering at Slack, to discuss data contracts, the impact of LLMs on day-to-day life, and the paradigm shift it's creating in the space as a whole.
47 min - MLOps Week 17: Why Data Scientists Need MLOps with Mikiko BazeleyWe're excited to bring you a special episode of the MLOps Weekly Podcast with our very own Head of MLOps, Mikiko Bazeley. Mikiko shares her insights as a prolific data scientist at small companies and enterprises, and why organizations need to prioritize MLOps stacks that focus on the plight of data scientists above all.38 min
- MLOps Week 16: Maximizing Data Impact with Mark Freeman
This week on the MLOps Weekly Podcast, Simba sits down with Mark Freeman to discuss why we need to bridge the gap between data scientists and data engineers, and how improved collaboration increases stakeholder engagement and business value.
43 min - MLOps Week 15: The Business Impact of MLOps with Liran Hason
This week on the MLOps Weekly Podcast, Simba chats with Aporia Co-Founder and CEO, Liran Hason, about best-of-breed tooling and the business impact of MLOps.
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Aporia Model Observability
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Podcast music provided by Chroma Sea
34 min - MLOps Week 14: Orchestration in MLOps with Chris White
This week on the MLOps Weekly Podcast, Simba sits down with Chris White, CTO at Prefect, to discuss his journey from mathematics to data science at CapitalOne, the power of orchestration in the ML lifecycle, and Prefect's approach to dataflow automation.
32 min - MLOps Week 13: MLOps Fundamentals with Jacopo Tagliabue
This week on the MLOps Weekly Podcast, Simba chats with Jacopo Tagliabue, author of "You Do Not Need a Bigger Boat" and Director of AI at Coveo, to discuss fundamentals when choosing an MLOps toolchain, the problem with end-to-end platforms, and solving technology problems vs workflow problems.
31 min
About MLOps Weekly Podcast
From the publisher's feed
Join each week as we talk to MLOps operators, practitioners, and professionals about the current state of MLOps.