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PODCAST

MLOps.community

Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)

technology

All Episodes

00:52:27

Challenges Operationalizing ML (And Some Solutions)...

MLOps.community ·

2023/12/29

Nathan Ryan Frank is the Machine Learning Operations and platform Director of Grainger. Former Astrophysicist turned data scientist and machine learning engineer with a proven history of delivering results into production across a wide variety of domains while leading projects with international, cross-functional teams. MLOps podcast #199 with Nathan Ryan Frank, Director, Machine Learning Platform & Operations at WW Grainger, Challenges Operationalizing Machine Learning (And Some

en-us

00:55:29

Inferring Creativity // Nick Hasty // #198

MLOps.community ·

2023/12/26

Nick Hasty is the Director of Product, Discovery & Machine Learning at Giphy, an animated-gif search engine that allows users to search, share, and discover GIFs. MLOps podcast #198, Inferring Creativity. // Abstract Generative AI models have captured our imaginations with their ability to produce new "creative" works such as visually striking images, poems, stories, etc, and their outputs often rival or excel what most humans can do. I believe that these developments should make us

en-us

01:05:24

The Role of Infrastructure in ML // Niels Bantilan //...

MLOps.community ·

2023/12/22

MLOps podcast #197 with Niels Bantilan, Chief Machine Learning Engineer at Union, The Role of Infrastructure in ML Leveraging Open Source brought to us by Union. // Abstract When we start out building and deploying models in a new organization, life is simple: all I need to do is grab some data, iterate on a model that fits the data well and performs reasonably well on some held-out test set. Then, if you’re fortunate enough to get to the point where you want to deploy it, it’s fairly

en-us

00:55:14

LLMs in Focus: From One-Size Fits All to Verticalized...

MLOps.community ·

2023/12/19

Laurel Orr is a Principal Engineer at Numbers Station, a startup that applies Foundation Model technology to the enterprise data stack. Venky Orr is SVP of Product & Engineering. MLOps podcast #196 with Numbers Station's Venky Ganti SVP, Product & Engineering and Principal Engineer, Laurel Orr, LLMs in Focus: From One-Size Fits All to Verticalized Solutions. // Abstract Dive into the realm of large language models (LLMs) as we explore the merits and limitations of 'one-size fits

en-us

00:58:29

[Exclusive] Weights & Biases Round-table // Model...

MLOps.community ·

2023/12/15

MLOps Coffee Sessions Special episode with Weights & Biases, Model Management in a Regulated Environment, fueled by our Premium Brand Partner, Weights & Biases. // Abstract Step into the fascinating world of Language Model Management (LLMs) in a Regulated Environment! Join us for an enlightening chat where we'll explore the intricacies of managing models within highly regulated settings, focusing on compliance and effective strategies. This is your opportunity to be part of a dynamic

en-us

01:04:34

Building the Future of AI in Software Development //...

MLOps.community ·

2023/12/12

MLOps podcast #195 with Varun Mohan, CEO of Codeium, Building the Future of AI in Software Development brought to us by QuantumBlack. // Abstract This brief overview traces the evolution of Exafunction and Codeium, highlighting the strategic transition. It explores the inception of Codeium's key features, offering insights into the thoughtful design process. This emphasizes the company's forward-looking approach to preparing for a rapidly advancing technological landscape. Additionally, it

en-us

00:31:00

AI in Education Fireside Chat // LLMs in Production...

MLOps.community ·

2023/12/08

// Abstract Explore the transformative role of AI in EdTech, discussing its potential to enhance learning experiences and personalize education. The panelists share insights on AI use cases, challenges in AI integration, and strategies for building a differentiated business model in the evolving AI landscape. The discussion looks ahead at how the latest wave of GenAI is set to shape the future of education. Join us to understand the exciting prospects and challenges of AI in EdTech. Moderator: Paul

en-us

00:55:41

[Exclusive] Tecton Round-table // Get your ML...

MLOps.community ·

2023/12/07

Join our conference: https://home.mlops.community/public/events/llms-in-production-part-iii-2023-10-03 MLOps Coffee Sessions Special episode with Tecton, Get your ML Application Into Production, sponsored by Tecton. // Abstract Getting an ML application into production is more difficult than most teams expect—but with the right preparation, it can be done efficiently! Join us for this exclusive roundtable, where 4 machine learning experts from Tecton will discuss some of the most common challenges

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01:05:39

DSPy: Transforming Language Model Calls into Smart...

MLOps.community ·

2023/12/05

MLOps podcast #194 with Omar Khattab, PhD Candidate at Stanford, DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines. // Abstract The ML community is rapidly exploring techniques for prompting language models (LMs) and for stacking them into pipelines that solve complex tasks. Unfortunately, existing LM pipelines are typically implemented using hard-coded "prompt templates", i.e. lengthy strings discovered via trial and error. Toward a more systematic approach

en-us

00:31:12

Fireside Chat with LLM Startups // LLMs in Production...

MLOps.community ·

2023/12/01

// Abstract Martian is focused on building a model router to dynamically route every prompt to the best LLM for the highest performance and lowest cost. Corti, the Al Co-Pilot for health care uses Al to improve patient care, demonstrating the potential of Al in healthcare and medical decision-making. They recently raised $60M, with Prosus being one of the lead investors. Transforms is pioneering in synthetic entertainment, showing how Al can transform the way we create and consume

en-us

00:54:59

LLMs in Biomaterials Production // Pierre Salvy // #193

MLOps.community ·

2023/11/28

MLOps podcast #193 with Pierre Salvy, Head of Engineering at Cambrium, LLM in Material Production co-hosted by Stephen Batifol. // Abstract Delve into the world of proteins, genetic engineering, and the intersection of AI and biotech. Pierre explains how his company is using advanced models to design proteins with specific properties, even creating a vegan collagen for cosmetics. By harnessing the potential of AI, they aim to revolutionize sustainability, uncovering a future of lab-grown meats,

en-us

00:31:45

Product Engineering for LLMs // LLMs in Production...

MLOps.community ·

2023/11/24

// Abstract A product-minded engineering perspective on UX/design patterns, product evaluation, and building with AI. // Bio Charles Frye Charles teaches people how to build ML applications. After doing research in psychopharmacology and neurobiology, he pivoted to artificial neural networks and completed a PhD at the University of California, Berkeley in 2020. He then worked as an educator at Weights & Biases before joining @Full Stack Deep Learning, an online community and MOOC for building

en-us

00:47:49

Enterprises Using MLOps, the Changing LLM Landscape,...

MLOps.community ·

2023/11/21

MLOps podcast #192 with Chris Van Pelt, CISO and co-founder of Weights & Biases, Enterprises Using MLOps, the Changing LLM Landscape, MLOps Pipelines sponsored by @WeightsBiases . // Abstract Chris, provides insights into his machine learning (ML) journey, emphasizing the significance of ML evaluation processes and the evolving landscape of MLOps. The conversation covers effective evaluation metrics, demo-driven development nuances, and the complexities of ML Ops pipelines. Chris reflects

en-us

01:05:33

Building Defensible AI Apps // Gregory Kamradt // #191

MLOps.community ·

2023/11/17

MLOps podcast #191 with Gregory Kamradt, Founder of @DataIndependent, Building Defensible AI Apps sponsored by @MilvusVectorDatabase . // Abstract Demetrios engages in a captivating conversation with Gregory Kamradt, an AI visionary deeply immersed in technology and product development. The discussion spans various challenges businesses encounter in implementing AI, the transformative potential of AI in revolutionizing business processes, and the growth and possibilities associated with OpenAI

en-us

00:59:40

Guarding LLM and NLP APIs: A Trailblazing Odyssey for...

MLOps.community ·

2023/11/14

MLOps podcast #190 with Ads Dawson, Senior Security Engineer at Cohere, Guarding LLM and NLP APIs: A Trailblazing Odyssey for Enhanced Security. // Abstract Ads Dawson, a seasoned security engineer at Cohere, explores the challenges and solutions in securing large language models (LLMs) and natural language programming APIs. Drawing on his extensive experience, Ads discusses approaches to threat modeling LLM applications, preventing data breaches, defending against attacks, and bolstering the

en-us

01:00:17

Designing for Forward Compatibility in Gen AI //...

MLOps.community ·

2023/11/10

MLOps podcast #189 with Rohit Agarwal, CEO of Portkey.ai, Designing for Forward Compatibility in Gen AI. // Abstract For two whole years of working with a large LLM deployment, I always felt uncomfortable. How is my system performing? Are my users liking the outputs? Who needs help? Probabilistic systems can make this really hard to understand. In this talk, we'll discuss practical & implementable items to secure your LLM system and gain confidence while deploying to production. //

en-us

00:54:50

Impact of LLMs on the Tech Stack and Product...

MLOps.community ·

2023/11/07

MLOps podcast #188 with Anand Das, Co-founder and CTO of Bito, Impact of LLMs on the Tech Stack and Product Development. // Abstract Anand and his team have developed a fascinating Chrome extension called "explain code" that has garnered significant attention in the tech community. They have expanded their extension to other platforms like Visual Studio code and Chat Brains, creating a personal assistant for code generation, explanation, and test case writing. // Bio Anand Das is the

en-us

00:53:13

Building Effective Products with GenAI // Faizaan...

MLOps.community ·

2023/11/03

MLOps podcast #187 with Faizaan Charania, Product Manager, AI at LinkedIn, Building Effective Products with GenAI. // Abstract Faizaan outlines his AI product development approach, starting broadly and refining details with tech leads, emphasizing the value of a simplified MVP. He also explores integrating generative AI, highlighting its role in enhancing user experiences through LLMs. In this discussion, Faizaan shares wisdom on feedback integration, user trust, and the collaboration challenges

en-us

01:11:14

The Future of Feature Stores and Platforms // Mike...

MLOps.community ·

2023/10/31

MLOps podcast #186 with Mike Del Balso, CEO & Co-founder of Tecton and Josh Wills, Angel Investor, The Future of Feature Stores and Platforms. // Abstract Mike and Josh discuss creating templates and working at a detailed level, exploring Tecton's potential for sharing fraud and third-party features. They focus on technical aspects like data handling and optimizing models, emphasizing the significance of quality data for AI systems and the necessity for cohesive feature infrastructure in

en-us

01:13:31

Lessons on Data Science Leadership // Luigi Patruno...

MLOps.community ·

2023/10/27

MLOps podcast #185 with Luigi Patruno, VP of Data Science at 2U, Inc, Lessons on Data Science Leadership. // AbstractPicture this: you've got data products to manage, and you're in charge of a team. It's not all sunshine and rainbows, right? Luigi dives into the nitty-gritty of the challenges - from juggling data projects to wrangling the team dynamics. It's a real adventure, let me tell you! // Bio Luigi Patruno is a results-driven data science leader passionate about identifying

en-us

514 results

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