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MLOps.community

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

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All Episodes

00:44:09

Retrieval Augmented Generation

MLOps.community ·

2024/05/17

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Syed Asad is an Innovator, Generative AI & Machine Learning Engineer, and a Champion for Ethical AI MLOps podcast #233 with Syed Asad, Lead AI/ML Engineer at KiwiTech // Retrieval Augmented Generation. A big thank you to @ for sponsoring this episode! AWS - // Abstract Everything and anything around RAG. // Bio Currently Exploring New Horizons: Syed is diving deep into the

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00:50:24

RecSys at Spotify // Sanket Gupta // #232

MLOps.community ·

2024/05/16

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Sanket works as a Senior Machine Learning Engineer at Spotify working on building end-to-end audio recommender systems. Models built by his team are used across Spotify in many different products including Discover Weekly and Autoplay. MLOps podcast #232 with Sanket Gupta, Senior Machine Learning Engineer at Spotify // RecSys at Spotify. A big thank you to LatticeFlow for sponsoring

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00:58:15

From A Coding Startup to AI Development in the...

MLOps.community ·

2024/05/10

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Ryan Carson. CEO Founder for 20 years Built and sold 3 startups Helping build a global community of AI devs with Intel. MLOps podcast #231 with Ryan Carson, Senior AI Dev Community Lead at Intel Huge thank you to Zilliz for sponsoring this episode. Zilliz - https://zilliz.com/ // Abstract Ryan shares his professional journey, tracing his transition from building Treehouse to joining

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00:52:33

FedML Nexus AI: Your Generative AI Platform at Scale...

MLOps.community ·

2024/05/07

Salman Avestimehr is a Dean's Professor, the inaugural director of the USC-Amazon Center for Secure and Trusted Machine Learning (Trusted AI), and director of the Information Theory and Machine Learning (vITAL) research lab. He is also the CEO and co-founder of FedML. MLOps podcast #230 with Salman Avestimehr, CEO & Founder of FedML, FedML Nexus AI: Your Generative AI Platform at Scale. A big thank you to FEDML for sponsoring this episode! // Abstract FedML is your generative AI platform

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00:45:57

What is AI Quality? // Mohamed Elgendy // MLOps...

MLOps.community ·

2024/05/03

Mohamed Elgendy is the Co-Founder & CEO at Kolena. Additionally, Mohamed Elgendy has had 1 past job as the Director Of Product and Engineering at Synapse Technology Corporation.Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ MLOps podcast #228 with Mohamed Elgendy, Co-founder & CEO of Kolena Inc., What is AI Quality? // Abstract Delve into the multifaceted concept of AI Quality. Demetrios and Mo explore the idea that AI

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00:55:36

Handling Multi-Terabyte LLM Checkpoints // Simon...

MLOps.community ·

2024/04/30

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com Simon Karasik⁠ is a proactive and curious ML Engineer with 5 years of experience. Developed & deployed ML models at WEB and Big scale for Ads and Tax. Huge thank you to Nebius AI for sponsoring this episode. Nebius AI - https://nebius.ai/ MLOps podcast #228 with Simon Karasik, Machine Learning Engineer at Nebius AI, Handling Multi-Terabyte LLM Checkpoints. // Abstract The talk

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00:42:59

Leading Enterprise Data Teams // Sol Rashidi // #227

MLOps.community ·

2024/04/26

Sol Rashidi is an esteemed executive, leader, and influencer within the AI, Data, and Technology space. Having helped IBM launch Watson in 2011 as one of the earliest world applications of Artificial Intelligence, Sol has pioneered some of the early advancements of space. Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Huge thank you to @WeightsBiases for sponsoring this episode. WandB Free Courses -

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00:57:52

The Rise of Modern Data Management // Chad Sanderson...

MLOps.community ·

2024/04/23

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/Chad Sanderson is passionate about data quality, and fixing the muddy relationship between data producers and consumers. He is a former Head of Data at Convoy, a LinkedIn writer, and a published author. He lives in Seattle, Washington, and is the Chief Operator of the Data Quality Camp. Huge thank you to @amazonwebservices for sponsoring this episode. AWS - https://aws.amazon.com/ MLOps

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00:54:04

Beyond AGI, Can AI Help Save the Planet? // Patrick...

MLOps.community ·

2024/04/19

Patrick Beukema has a Ph.D. in neuroscience and has worked on AI models for brain decoding, which analyzes the brain's activity to decipher what people are seeing and thinking.Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Huge thank you to LatticeFlow for sponsoring this episode. LatticeFlow - https://latticeflow.ai/ MLOps podcast #225 with Patrick Beukema, Head / Technical Lead of the Environmental AI, Applied Science

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00:48:42

GenAI in Production - Challenges and Trends // Verena...

MLOps.community ·

2024/04/17

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/Verena Weber believes that GenAI is going to transform the way we work and interact with devices. Her mission is to help companies prepare for this transformation. She has strong expertise in NLP and over 7 years of experience in Machine Learning. Huge thank you to @zilliz for sponsoring this episode. Zilliz - https://zilliz.com/ MLOps podcast #224 with Verena Weber, Generative AI

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00:48:35

[Exclusive] Databricks Roundtable // Introducing...

MLOps.community ·

2024/04/12

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/MLOps Coffee Sessions Special episode with Databricks, Introducing DBRX: The Future of Language Models, fueled by our Premium Brand Partner, Databricks. DBRX is designed to be especially capable of a wide range of tasks and outperforms other open LLMs on standard benchmarks. It also promises to excel at code and math problems, areas where others have struggled. Our panel of experts will

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00:36:29

From MVP to Production // AI in Production Conference

MLOps.community ·

2024/04/09

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ // Abstract Dive into the challenges of scaling AI models from Minimum Viable Product (MVP) to full production. The panel emphasizes the importance of continually updating knowledge and data, citing examples like teaching AI systems nuanced concepts and handling brand name translations. User feedback's role in model training, alongside evaluation steps like human annotation and

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01:03:22

Data Engineering in the Federal Sector // Shane...

MLOps.community ·

2024/04/05

Shane Morris is now a Senior Executive Advisor at Devis.Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Huge thank you to @WeightsBiases for sponsoring this episode. WandB Free Courses - https://wandb.ai/telidavies/ml-news/reports/Introducing-W-B-MLOps-Courses-Free-Course-Effective-MLOps-Model-Development--VmlldzozMDk2ODA2 MLOps podcast #223 with Shane Morris, Senior Executive Advisor of Devis, Data Engineering in the Federal

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01:21:27

What Business Stakeholders Want to See from the ML...

MLOps.community ·

2024/04/02

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ ⁠Peter Guagenti⁠ is an accomplished business builder and entrepreneur with expertise in strategy, product development, marketing, sales, and operations. Peter has helped build multiple successful start-ups to exits, fueling high growth in each company along the way. He brings a broad perspective, deep problem-solving skills, the ability to drive innovation amongst teams, and a proven

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01:00:17

MLOps - Design Thinking to Build ML Infra for ML and...

MLOps.community ·

2024/03/29

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/Amritha Arun Babu Mysore has been an expert in the field of consumer electronics, software products, and online marketplaces for the past 15 years. She has experience developing supply chains from the ground up, delivering AI-based products to millions of users, and advocating for ethical AI across Amazon, Wayfair, Salesforce, and NetApp. Abhik Choudhury is a Senior Analytics Managing

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01:04:29

4 Years of the MLOps Community // Demetrios Brinkmann...

MLOps.community ·

2024/03/26

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Demetrios Brinkmann is the founder of the MLOps Community. Brinkmann fell into the Machine Learning Operations world, and since, has interviewed the leading names around MLOps, Data Science, and Machine Learning. Huge thank you to Weights & Biases for sponsoring this episode. Weights & Biases - https://wandb.ai/site MLOps podcast #220 with our very own Founder of MLOps

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01:15:11

The Art and Science of Training LLMs // Bandish Shah...

MLOps.community ·

2024/03/22

Huge thank you to ⁠Databricks⁠ AI for sponsoring this episode. Databricks - http://databricks.com/Bandish Shah is an Engineering Manager at MosaicML/Databricks, where he focuses on making generative AI training and inference efficient, fast, and accessible by bridging the gap between deep learning, large-scale distributed systems, and performance computing. Davis Blalock is a Research Scientist and the first employee of Mosaic ML: a GenAI startup acquired for $1.3 billion by Databricks. MLOps

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00:34:36

Security and Privacy // Day 2 Panel 1 // AI in...

MLOps.community ·

2024/03/19

// Abstract Diego, David, Ads, and Katharine, bring to light the risks, vulnerabilities, and evolving security landscape of machine learning as we venture into the AI-driven future. They underscore the importance of education in managing AI risks and the critical role privacy engineering plays in this narrative. They explore the legal and ethical implications of AI technologies, fostering a vital conversation on the balance between utility and privacy. // Bio Diego Oppenheimer - Moderator Diego

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00:59:00

[Exclusive] Zilliz Roundtable // Why Purpose-built...

MLOps.community ·

2024/03/15

Frank Liu is the Director of Operations & ML Architect at Zilliz, where he serves as a maintainer for the Towhee open-source project.Jiang Chen is the Head of AI Platform and Ecosystem at Zilliz. Yujian Tang is a developer advocate at Zilliz. He has a background as a software engineer working on AutoML at Amazon. MLOps Coffee Sessions Special episode with Zilliz, Why Purpose-built Vector Databases Matter for Your Use Case, fueled by our Premium Brand Partner, Zilliz. Engineering deep-dive

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00:58:04

A Decade of AI Safety and Trust // Petar Tsankov //...

MLOps.community ·

2024/03/12

Huge thank you to LatticeFlow AI for sponsoring this episode. LatticeFlow AI - https://latticeflow.ai/.Dr. Petar Tsankov is a researcher and entrepreneur in the field of Computer Science and Artificial Intelligence. MLOps podcast #218 with Petar Tsankov, Co-Founder and CEO at LatticeFlow AI, A Decade of AI Safety and Trust. // Abstract // Bio Co-founder & CEO at LatticeFlow AI, building the world's first product enabling organizations to build performant, safe, and trustworthy AI

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514 results

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