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.

On 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.

This 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!

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.

We'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.

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.

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.********************************Aporia Model Observability********************************Podcast music provided by Chroma Sea

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.

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.

This week on the MLOps Weekly Podcast, Simba chats with Doris Xin, Co-founder and CEO of Linea, about the importance of notebooks in the data science workflow, choosing the right abstractions when going from development to production, and embracing the chaos of development in the MLOps lifecycle.About Doris:Doris Xin is the CEO of Linea, an MLOps startup on a mission to build developer tools that empower data scientists and enable organizations to generate value rapidly with data.Doris received a PhD in Computer Science from UC Berkeley. Her thesis focused on designing machine learning systems for developer productivity, research inspired by her experience as a machine learning engineer at LinkedIn. Her career includes engineering and research roles at Databricks, Google, LinkedIn, and Microsoft.LineaPy (Github, Twitter, Linkedin)