PDF Parsing and Value Chain Analysis Paco Nathan MLOps Podcast 201 clip

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MLOps podcast #201 with Paco Nathan, Managing Partner at Derwen, Inc., Language, Graphs, and AI in Industry. • // Abstract • Let's talk about key findings from these conferences, specifically summarizing teams that have ROI on machine learning in production: what are the things in common they're doing, and what are the most important caveats they urge other teams to consider when getting started? Because these key takeaways aren't found in the current AI news cycle. • // Bio • Expertise in machine learning, natural language, graph technologies, distributed systems, and related topics. Known as a player/coach , with +40 years of tech industry experience, ranging from Bell Labs to early-stage start-ups. Started coding in 1972; used email for work since 1981; software lead for neural network hardware accelerators 1989-96; guinea pig for AWS 2005-ff; led early teams identified as Data Science in 2009-ff. • Board member for Argilla.io; Advisor for KUNGFU.AI, DataSpartan.co.uk; Lead committer on `pytextrank` and `kglab`. Formerly: Director, Community Evangelism for Apache Spark at Databricks. • Werner Herzog is his spirit animal. • // MLOps Jobs board • https://mlops.pallet.xyz/jobs • // MLOps Swag/Merch • https://mlops-community.myshopify.com/ • // Related Links • AI Conference: https://aiconference.com/ • K1st World: https://www.k1st.world/ • Corunna Innovation Summit: https://corunna.dataspartan.com/ • Cloud Computing on Amazon AWS EC2 UC Berkeley EECS guest lecture (2009) • https://vimeo.com/manage/videos/3616394 • Hardware - Software - Process: Data Science in a Post-Moore’s Law World • https://www.nvidia.com/en-us/ai-data-... • “LLMs in Production: Learning from Experience” by Waleed Kadous @ Anyscale • • LLMs In ProductionLearning From Exper... • Supercharging Industrial Operations with Problem-Solving GenAI Domain Knowledge by Christopher Nguyen @ Aitomatic • https://www.k1st.world/2023-program/s... • “The Next Million AI Systems” by Mark Huang @ Gradient: • The Next Million AI Systems, Mark Hua... • AI in a Box by Useful Sensors • https://usefulsensors.com/#products • Opportunities in AI - 2023 by Andrew Ng • • Andrew Ng: Opportunities in AI - 2023 • Advancing the Marine Industry Through the Harmony of Fishermen Knowledge and Al by Akinori Kasai @ Furuno • https://www.k1st.world/2023-program/a... • Macy conferences (1941-1960) • https://en.wikipedia.org/wiki/Macy_co... • https://www.asc-cybernetics.org/found... • https://press.uchicago.edu/ucp/books/... • second-order cybernetics • https://pangaro.com/designconversatio... • https://en.wikipedia.org/wiki/Second-... • Project Cybersyn • https://jacobin.com/2015/04/allende-c... • https://thereader.mitpress.mit.edu/pr... • https://99percentinvisible.org/episod... • / project-cybersyn-an-early-attempt-at-iot-g... • https://www.sustema.com/post/project-... • https://transform-social.org/en/texts... • Humberto Maturana, Francisco Varela: Autopoeisis • De Maquinas y Seres Vivos • Everything said is said by an observer • https://proyectos.yura.website/wp-con... • https://en.wikipedia.org/wiki/Autopoi... • Fernando Flores • (led Project Cybersyn, imprisoned, later worked with Prof. Terry Winograd @ Stanford, the grad advisor for what became Google) • https://lorenabarba.com/gallery/prof-... • https://conversationsforaction.com/fe... • Navigating the Risk Landscape: A Deep Dive into Generative AI by Ben Lorica and Andrew Burt • https://thedataexchange.media/mitigat... • SpanMarker by Tom Aarsen @ Hugging Face • https://tomaarsen.github.io/SpanMarke... • Examples of the math catching up with the machine learning : • Guy Van den Broeck @ UCLA • https://web.cs.ucla.edu/~guyvdb/talks/ • Charles Martin @ Calculations Consulting • https://weightwatcher.ai/ • -------------- ✌️Connect With Us ✌️ ------------ • Join our slack community: https://go.mlops.community/slack • Follow us on Twitter: @mlopscommunity • Sign up for the next meetup: https://go.mlops.community/register • Catch all episodes, blogs, newsletters, and more: https://mlops.community/ • Connect with Demetrios on LinkedIn: / dpbrinkm • Connect with Paco on LinkedIn: / ceteri

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