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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AI Agents for Consumers // Shaun Wei // #244
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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 calls.The Future of AI and Consumer Empowerment // MLOps podcast #244 with S…
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ML and AI as Distinct Control Systems in Heavy Industrial Settings // Richard Howes // #243
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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 who is passionate about control systems whether it be embedded systems, indust…
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Accelerating Multimodal AI // Ethan Rosenthal // #242
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/Accelerating Multimodal AI // MLOps podcast #241 with Ethan Rosenthal, Member of Technical Staff of Runway.Huge thank you to AWS for sponsoring this episode. AWS - https://aws.amazon.com/// AbstractWe’re still trying to figure out systems …
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Navigating the AI Frontier: The Power of Synthetic Data and Agent Evaluations in LLM Development // Boris Selitser // #241
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/Navigating the AI Frontier: The Power of Synthetic Data and Agent Evaluations in LLM Development // MLOps podcast #241 with Boris Selitser, Co-Founder and CTO/CPO of Okareo.A big thank you to LatticeFlow for sponsoring this episode! Lattic…
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How to Build Production-Ready AI Models for Manufacturing // [Exclusive] LatticeFlow Roundtable
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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 LatticeFlow, How to Build Production-Ready AI Models for Manufacturing, fueled by our Premium Brand Partner, LatticeFlow. Deploying AI models in manufacturing involves navigating several technical…
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From Robotics to Recommender Systems // Miguel Fierro // #240
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Miguel Fierro is a Principal Data Science Manager at Microsoft and holds a PhD in robotics. From Robotics to Recommender Systems // MLOps Podcast #240 with Miguel Fierro, Principal Data Science Manager at Microsoft.Huge thank you to Zilli…
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Uber's Michelangelo: Strategic AI Overhaul and Impact // #239
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/Uber's Michelangelo: Strategic AI Overhaul and Impact // MLOps podcast #239 with Demetrios Brinkmann. Huge thank you to Weights & Biases for sponsoring this episode. WandB Free Courses - http://wandb.me/courses_mlops// AbstractUber's Miche…
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AWS Tranium and Inferentia // Kamran Khan and Matthew McClean // #238
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Matthew McClean is a Machine Learning Technology Leader with the leading Amazon Web Services (AWS) cloud platform. He leads the customer engineering teams at Annapurna ML helping customers adopt AWS Trainium and Inferentia for their Gen A…
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Build Reliable Systems with Chaos Engineering // Benjamin Wilms // #237
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/. Benjamin Wilms is a developer and software architect at heart, with 20 years of experience. He fell in love with chaos engineering. Benjamin now spreads his enthusiasm and new knowledge as a speaker and author – especially in the field o…
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Managing Small Knowledge Graphs for Multi-agent Systems // Tom Smoker // #236
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Tom Smoker is the cofounder of an early stage tech company empowering developers to create knowledge graphs within their RAG pipelines. Tom is a technical founder, and owns the research and development of knowledge graphs tooling for the …
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Just when we Started to Solve Software Docs, AI Blew Everything Up // Dave Nunez // #235
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ David Nunez, based in Santa Barbara, CA, US, is currently a Co-Founder and Partner at Abstract Group, bringing experience from previous roles at First Round Capital, Stripe, and Slab.Just when we Started to Solve Software Docs, AI Blew Ev…
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Open Standards Make MLOps Easier and Silos Harder // Cody Peterson // #234
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Cody Peterson has a diverse work experience in the field of product management and engineering. Cody is currently working as a Technical Product Manager at Voltron Data, starting from May 2023. Previously, they worked as a Product Manager…
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Retrieval Augmented Generation
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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 t…
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RecSys at Spotify // Sanket Gupta // #232
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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.MLO…
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From A Coding Startup to AI Development in the Enterprise // Ryan Carson // #231
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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…
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FedML Nexus AI: Your Generative AI Platform at Scale // Salman Avestimehr // #230
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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:…
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What is AI Quality? // Mohamed Elgendy // #228
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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 K…
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Handling Multi-Terabyte LLM Checkpoints // Simon Karasik // #228
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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/ML…
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Leading Enterprise Data Teams // Sol Rashidi // #227
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42:59
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: ht…
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The Rise of Modern Data Management // Chad Sanderson // #226
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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, an…
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Beyond AGI, Can AI Help Save the Planet? // Patrick Beukema // #225
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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. Latt…
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GenAI in Production - Challenges and Trends // Verena Weber // #224
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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 …
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Introducing DBRX: The Future of Language Models // [Exclusive] Databricks Roundtable
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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 ot…
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From MVP to Production // AI in Production Conference
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/// AbstractDive 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…
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Data Engineering in the Federal Sector // Shane Morris // #223
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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-MLOp…
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What Business Stakeholders Want to See from the ML Teams // Peter Guagenti // #222
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1:21:27
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…
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MLOps - Design Thinking to Build ML Infra for ML and LLM Use Cases // Amritha Arun Babu & Abhik Choudhury // #221
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1:00:17
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 produc…
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4 Years of the MLOps Community // Demetrios Brinkmann // #220
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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 …
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The Art and Science of Training LLMs // Bandish Shah and Davis Blalock // #219
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Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ 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, f…
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Security and Privacy // Day 2 Panel 1 // AI in Production Conference
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// AbstractDiego, 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 im…
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[Exclusive] Zilliz Roundtable // Why Purpose-built Vector Databases Matter for Your Use Case
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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…
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A Decade of AI Safety and Trust // Petar Tsankov // MLOps Podcast #218
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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// BioCo-founde…
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The Real E2E RAG Stack // Sam Bean, Rewind AI // #217
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Thank you to Zilliz our wonderful sponsors of this episode create some amazing stuff with Zilliz RAG - https://zilliz.com/vector-database-use-cases/llm-retrieval-augmented-generation Sam Bean is a seasoned AI and machine learning expert, specializing in Large Language Models (LLMs) and search tech. With a computer science background and a drive for…
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Managing Data for Effective GenAI Application // Anu Arora and Anass Bensrhir // #215
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Anass Bensrhir is the Associate Partner of McKinsey & Company Casablanca. Anu Arora is the Principal Data Engineering at McKinsey & Company. Check out mckinsey.com/quantumblackMLOps podcast #214 with QuantumBlack AI by McKinsey's Principal Data Engineer, Anu Arora and Associate Partner, Anass Bensrhir, Managing Data for Effective GenAI Application …
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Becoming an AI Evangelist // Alex Volkov // #215
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Alex Volkov serves as the AI Evangelist with Weights & Biases, Host of ThursdAI, Founder and CEO Targum and AI Consultant GPU POOR Def. not an owl. MLOps podcast #215 with Alex Volkov, AI Evangelist at Weights & Biases, Becoming an AI Evangelist.// AbstractFollow Alex's journey into the world of AI, from being interested in running his first AI mod…
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LLM Use Cases in Production // AI in Production Conference // Panel 1
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// Abstract From startups achieving significant value with minor capabilities to AI revolutionizing sales calls and raising sales by 30%, we explore a series of interesting real-world use cases. Understanding the objectives and complexities of various industries, exploring the challenges of launching products, and highlighting the vital integration…
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Information Retrieval & Relevance // Daniel Svonava // #214
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Daniel Svonava is the Co-Founder of Superlinked. Daniel Svonava attended the Faculty of Informatics and Information Technologies, Slovak University of Technology.MLOps podcast #214 with Daniel Svonava, CEO & Co-founder at Superlinked, Information Retrieval & Relevance: Vector Embeddings for Semantic Search// AbstractIn today's information-rich worl…
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Evaluating and Integrating ML Models // Morgan McGuire and Anish Shah // #213
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51:56
Morgan McGuire has held a variety of roles in the past 13 years. In 2008, he completed a Research Internship at Queen Mary, University of London. Currently, he is the Head of Growth ML and Growth ML Engineer at Weights & Biases.Anish Shah has been working in the tech industry since 2015. In 2015, he was a Technical Support at Fox School of Business…
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Data Governance and AI // Alexandra Diem // #212
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Alexandra Diem, PhD, has extensive experience in the field of AI, machine learning, and cloud analytics. Alexandra currently holds the position of Head of Cloud Analytics and MLOps at Gjensidige.Large Language Models have taken the world by storm. But what are the real use cases? What are the challenges in productionizing them? In this event, you w…
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Ads Ranking Evolution at Pinterest // Aayush Mudgal // #211
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52:37
Aayush Mudgal is a Senior Machine Learning Engineer at Pinterest, currently leading the efforts around Privacy-Aware Conversion Modeling.Large Language Models have taken the world by storm. But what are the real use cases? What are the challenges in productionizing them? In this event, you will hear from practitioners about how they are dealing wit…
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LLM Evaluation with Arize AI's Aparna Dhinakaran // #210
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55:47
Large Language Models have taken the world by storm. But what are the real use cases? What are the challenges in productionizing them? In this event, you will hear from practitioners about how they are dealing with things such as cost optimization, latency requirements, trust of output, and debugging. You will also get the opportunity to join works…
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Powering MLOps: The Story of Tecton's Rift // Matt Bleifer & Mike Eastham // #209
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Matt Bleifer is a Group Product Manager at Tecton, where he focuses on the core product experience such as building, testing, and productionizing feature pipelines as scale.Michael Eastham works as a Chief Architect at Tecton, which is a Business Intelligence (BI) Software company with an estimated 100 employeesLarge Language Models have taken the …
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[Exclusive] QuantumBlack Round-table // Gen AI Buy vs Build, Commercial vs Open Source
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Join our virtual conference 'AI in Production' Transform faster. Innovate smarter. Anticipate the future. At QuantumBlack, we unlock the power of artificial intelligence (AI) to help organizations reinvent themselves from the ground up—and accelerate sustainable and inclusive growth. MLOps Coffee Sessions Special episode with QuantumBlack, AI by Mc…
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Micro Graph Transformer Powering Small Language Models // Jon Cooke // #208
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Jon Cooke is the owner/founder of Dataception a Data, Analytics, and Data Product company, and the creator of the Data Product Pyramid, an adaptive Data Product operating model. MLOps podcast #208 with Jon Cooke, CTO of Dataception, Micro Graph Transformer - Specialist Small Language Models Using Graphs to Accelerate Data Product Eco-systems.// Abs…
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How Data Platforms Affect ML & AI // Jake Watson // #207
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Jake Watson is the writer of thedataplatform.substack.com and Principal Data Engineer at The Oakland Group. MLOps podcast #207 with Jake Watson, Principal Data Engineer at The Oakland Group, How Data Platforms Affect ML & AI.// AbstractI’ve always told my clients and colleagues that traditional rule-based software is difficult, but software contai…
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RAG Has Been Oversimplified // Yujian Tang // #206
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Yujian is working as a Developer Advocate at Zilliz, where they develop and write tutorials for proof of concepts for large language model applications. They also give talks on vector databases, LLM Apps, semantic search, and tangential spaces. MLOps podcast #206 with Yujian Tang, Developer Advocate at Zilliz, RAG Has Been Oversimplified, brought t…
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The Myth of AI Breakthroughs // Jonathan Frankle // #205
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Jonathan Frankle works as Chief Scientist (Neural Networks) at MosaicML (recently acquired by Databricks), a startup dedicated to making it easy and cost-effective for anyone to train large-scale, state-of-the-art neural networks. He leads the research team.MLOps podcast #205 with Jonathan Frankle, Chief Scientist (Neural Networks) at Databricks, T…
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MLOps at the Crossroads // Patrick Barker & Farhood Etaati // #204
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Patrick Barker is the Founder / CTO of Kentauros AI. Farhood Etaati is a Software Engineer at Yektanet.MLOps podcast #204 with Patrick Barker, CTO of Kentauros AI and Farhood Etaati, MLOps/Platform Team Lead at AIMedic, MLOps at the Crossroads.// AbstractMLOps is at a crossroads. The ever-increasing excitement for LLMs' ability to solve some intere…
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Pioneering AI Models for Regional Languages // Aleksa Gordić // #203
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Aleksa Gordić is an ex-Google DeepMind / Microsoft ML engineer currently working on non-English LLMs at OrtusAI, open-sourcing Meta's NLLB (no language left behind) project and YugoGPT. MLOps podcast #203 with Aleksa Gordić, Founder of OrtusAI, Pioneering AI Models for Regional Languages.// AbstractDive deep into Aleksa's work with the YugoGPT, a l…
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Small Data, Big Impact: The Story Behind DuckDB // Hannes Mühleisen & Jordan Tigani // #202
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Prof. Dr. Hannes Mühleisen is a creator of the DuckDB database management system and Co-founder and CEO of DuckDB Labs.Jordan is co-founder and chief duck-herder at MotherDuck, a startup building a serverless analytics platform based on DuckDB. MLOps podcast #202 with Hannes Mühleisen, Co-Founder & CEO of DuckDB Labs and Jordan Tigani, Chief Duck-H…
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