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MLOps.community

Weekly talks and fireside chats about everything that has to do with the new space emerging around DevOps for Machine Learning aka MLOps aka Machine Learning Operations.

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Last Episode Date: 26 July 2024

Total Episodes: 354

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26 July 2024
A BLUEPRINT FOR SCALABLE & RELIABLE ENTERPRISE AI/ML SYSTEMS // PANEL // AIQCON

// Abstract Enterprise AI leaders continue to explore the best productivity solutions that solve business problems, mitigate risks, and increase efficiency. Building reliable and secure AI/ML systems requires following industry standards, an operating framework, and best pra...

35 min
23 July 2024
AI Operations Without Fundamental Engineering Discipline // Nikhil Suresh // #250

Nik Suresh wrote an evisceration of the current AI hype boom called "I Will F**king Piledrive You If You Mention AI Again." AI Operations Without Fundamental Engineering Discipline // MLOps Podcast #250 with Nikhil Suresh, Director @ Hermit Tech. // Abstract Nik ...

49 min
19 July 2024
AI in Healthcare // Eric Landry // #249

Eric Landry is a seasoned AI and Machine Learning leader with extensive expertise in software engineering and practical applications in NLP, document classification, and conversational AI. With technical proficiency in Java, Python, and key ML tools, he leads the Expedia Mac...

51 min
16 July 2024
Evaluating the Effectiveness of Large Language Models: Challenges and Insights // Aniket Singh // #248

Aniket Kumar Singh is a Vision Systems Engineer at Ultium Cells, skilled in Machine Learning and Deep Learning. I'm also engaged in AI research, focusing on Large Language Models (LLMs). Evaluating the Effectiveness of Large Language Models: Challenges and Insights // ...

35 min
12 July 2024
Extending AI: From Industry to Innovation // Sophia Rowland & David Weik // #246

Sophia Rowland is a Senior Product Manager focusing on ModelOps and MLOps at SAS. In her previous role as a data scientist, Sophia worked with dozens of organizations to solve a variety of problems using analytics. David Weik has a passion for data and creating integrated ...

61 min
9 July 2024
Detecting Harmful Content at Scale // Matar Haller // #245

Matar Haller is the VP of Data & AI at ActiveFence, where her teams own the end-to-end automated detection of harmful content at scale, regardless of the abuse area or media type. The work they do here is engaging, impactful, and tough, and Matar is grateful for the peop...

51 min
5 July 2024
All Data Scientists Should Learn Software Engineering Principles // Catherine Nelson // #245

Catherine Nelson is a freelance data scientist and writer. She is currently working on the forthcoming O’Reilly book "Software Engineering for Data Scientists”. Why All Data Scientists Should Learn Software Engineering Principles // MLOps podcast #245 with Catherin...

52 min
3 July 2024
Meta GenAI Infra Blog Review // Special MLOps Podcast

Meta GenAI Infra Blog Review // Special MLOps Podcast episode by Demetrios. // Abstract Demetrios explores Meta's innovative infrastructure for large-scale AI operations, highlighting three blog posts on training large language models, maintaining AI capacity, and bui...

38 min
28 June 2024
AI Agents for Consumers // Shaun Wei // #244

Sean Wei, the CEO and co-founder of RealChar, shares his journey from working in the autonomous vehicle industry to creating an open-source voice assistant project called Realchar, which eventually evolved into Rivia, a voice AI assistant focused on managing personal phone c...

57 min
25 June 2024
ML and AI as Distinct Control Systems in Heavy Industrial Settings // Richard Howes // #243

Join us at our first in-person conference today all about AI Quality: https://www.aiqualityconference.com/ ML and AI as Distinct Control Systems in Heavy Industrial Settings // MLOps podcast #243 with Richard Howes, CTO of Metaformed. Richard Howes is a dedicated engineer...

56 min
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