Get behind-the-scenes insights into the world of internal ML platforms and MLOps stack components with Piotr Niedźwiedź and Aurimas Griciūnas in their show, where together with ML platform professionals, they discuss design choices, best practices, and real-world solutions to MLOps challenges. Brought to you by neptune.ai.
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Navigating Vector Databases: Indexing Strategies, GPU, and More
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Find the episode on our Youtube channel Resources: ImageBind: Holistic AI learning across six modalities Frank’s Liu website Milvus OSS Chat Follow us & stay updated: ► Visit our website ► Follow us on Linkedin ► Check our Github ► Follow us on Twitter Connect with Piotr on Linkedin Connect with Aurimas on Linkedin Connect with Frank on Linkedin Co…
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Learnings From Building the ML Platform at DoorDash With Hien Luu
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Find the episode on our Youtube channel Resources: Building a Machine Learning Platform [Definitive Guide] DoorDash’s ML Platform – The Beginning 3 Principles for Building an ML Platform That Will Sustain Hypergrowth Hien's LinkedIn Survey Follow us & stay updated: ► Visit our website ► Follow us on Linkedin ► Check our Github ► Follow us on Twitte…
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Breaking Down Workflow Orchestration and Pipeline Authoring in MLOps
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Find the episode on our YouTube channel Resources: ZenML's big announcement ZenML on Github ML Experiment Tracking: What It Is, Why It Matters, and How to Implement It Follow us & stay updated: ► Visit our website ► Follow us on Linkedin ► Check our Github ► Follow us on Twitter Connect with Piotr on Linkedin Connect with Aurimas on Linkedin Connec…
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Going Deep On Model Serving, Deploying LLMs and Anything Production-Deployment
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Find the episode on our YouTube channel The episode was recorded on 20 July 2023, and some information may not be up-to-date. Stay tuned for an updated version on our blog Resources: BentoML BentoCloud Learnings From Building the ML Platform at Uber (Michelangelo) Building a Machine Learning Platform [Definitive Guide] Follow us & stay updated: ► V…
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Building Internal ML Platform at Scout24: How to Ship Features that People Actually Need
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Find the episode on our YouTube channel Resources: The Long Tail: Why the Future of Business is Selling Less of More by Chris Anderson What Customers Want: Using Outcome-Driven Innovation to Create Breakthrough Products and Services by Anthony Ulwick The GitLab Handbook Building a Machine Learning Platform [Definitive Guide] Follow us & stay update…
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Building ML Platform at Uber, Feature Stores, Vector Databases, and Real-time Feature Management
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Find the episode on our YouTube channel Resources: Machine Learning: The High Interest Credit Card of Technical Debt Meet Michelangelo: Uber’s Machine Learning Platform Feature Stores and LLMs Building a Machine Learning Platform [Definitive Guide] Follow us & stay updated: ► Follow us on Linkedin ► Check our Github ► Join our Slack MLOps Community…
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Year in Review: LLMs & LLMOps, State of MLOps, and What's Next in 2024
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On this special, end-of-the-year episode of the ML Platform Podcast, Piotr Niedzwiedzi and Aurimas Griciūnas discuss the state of MLOps and LLMOps, the impact of LLMs on layoffs and ML team composition, unsolved LLM challenges, use cases that don’t align with LLMs, MLOps and LLMOps predictions for 2024, and more. With LLMs and AI being the center o…
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Building MLOps Capabilities at GitLab As a One-Person ML Platform Team With Eduardo Bonet
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Find the episode on our YouTube channel or read the podcast transcript Resources: MLOps Is an Extension of DevOps. Not a Fork The GitLab Handbook Follow us & stay updated: ► Follow us on Linkedin ► Check our Github ► Join our Slack MLOps Community (#neptune-ai) Connect with Piotr on Linkedin Connect with Aurimas on Linkedin Connect with Eduardo on …
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Learnings From Building the ML Platform at Mailchimp With Mikiko Bazeley
1:49:04
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Find the episode on our Youtube channel Resources: The Full Stack Deep Learning course Follow us & stay updated: ► Follow us on Linkedin ► Check our Github ► Join our Slack MLOps Community (#neptune-ai) Connect with Piotr on Linkedin Connect with Aurimas on Linkedin Connect with Mikiko on Linkedin Brought to you by neptune.ai…
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Learnings From Building the ML Platform at Stitch Fix With Stefan Krawczyk
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Find the episode on our Youtube channel Resources: Hamilton DagWorks Follow us & stay updated: ► Follow us on Linkedin ► Check our Github ► Join our Slack MLOps Community (#neptune-ai) Connect with Piotr on Linkedin Connect with Aurimas on Linkedin Connect with Stefan on Linkedin Brought to you by neptune.ai…
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Navigating Organizational Barriers by Doing MLOps with Leanne Kim Fitzpatrick
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Subscribe to our YouTube channel to watch this episode! Learn more about Leanne Fitzpatrick: Leanne’s LinkedIn Episode Resources: Financial Times TensorFlow PyTorch If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Brought to you by neptune.ai…
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Tackling MLOps Challenges in Computer Vision with Marcin Tuszyński
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Subscribe to our YouTube channel to watch this episode! Learn more about Marcin Tuszyński: Marcin’s LinkedIn Episode Resources: ReSpo.Vision Allegro.pl EY Torch Kedro If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Brought to you by neptune.ai…
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What Does GPT-3 Mean For the Future of MLOps? with David Hershey
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Subscribe to our YouTube channel to watch this episode! Learn more about David: David’s LinkedIn Episode Resources: GitHub Copilot OpenAI PyTorch If you enjoyed this episode, then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Brought to you by neptune.aiبقلم neptune.ai
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Managing Data and ML Teams to Deliver Value with Delina Ivanova
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Subscribe to our YouTube channel to watch this episode! Learn more about Delina: Delina’s LinkedIn Episode Resources: Mistplay HelloFresh Schulich School of Business - York University University of Toronto School of Continuing Studies TD Carly Rian Group If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts F…
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Leveraging MLOps Technologies and Principles at Non-ML Companies with Andreas Malekos and Ivan Chon-Hon Chan
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Subscribe to our YouTube channel to watch this episode! Learn more about Andreas and Ivan: Andreas’ LinkedIn Ivan’s LinkedIn Episode Resources: Continuum Industries Hyp-ED Study of physical properties and microstructure of aerogel-cement mortars for improving the fire safety of high-performance concrete linings in tunnels Using COMSOL® for the Deve…
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Doing MLOps for Clinical Research Studies with Silas Bempong and Abhijit Ramesh
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Subscribe to our YouTube channel to watch this episode! Learn more about Silas and Abhijit: Silas’ LinkedIn Abhijit’s LinkedIn Episode Resources: freeCodeCamp Innovate Ghana Theta Tech AI Stanbic Bank Ghana Afribbean Tech Collective If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS F…
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Deploying Conversational AI Products to Production with Jason Flaks
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Subscribe to our YouTube channel to watch this episode! Learn more about Jason Flaks: Jason's LinkedIn Episode Resources: neptune.ai Website Xembly Website Amazon AWS spaCy chat GPT Label Studio Kubernetes If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new li…
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Implementing Vector Search Engines with Kacper Lukawski
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Subscribe to our YouTube channel to watch this episode! Learn more about Kacper Lukawski: Kacper’s LinkedIn Kacper’s Twitter Episode Resources: Vector library vs vector database Reducing memory usage for vector search https://qdrant.tech/articles/memory-consumption/ Visual search with vector embeddings Qdrant Codete GmbH Bye-bye, Miss AI AI Embassy…
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ML platform teams, features stores, versioning in data pipelines, and where MLOps extends DevOps with Aurimas Griciūnas and Piotr Niedźwiedź
54:43
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Subscribe to our YouTube channel to watch this episode! Learn more about Aurimas Griciūnas and Piotr Niedzwiedz: Aurimas's LinkedIn Piotr's LinkedIn Episode Resources: neptune.ai Website SwirlAI Website Qflow Kafka Cassandra Airflow Kubernetes Swirl AI newsletter neptune.ai blog Designing Machine Learning Systems by Chip Huyen Fundamentals of Data …
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Continuous MLOps Pipelines with Itay Ben Haim
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Subscribe to our YouTube channel to watch this episode! Learn more about Itay Ben Haim: Itay's LinkedIn Episode Resources: Superwise Website Google vertex Github BentoML Azure ML Kubeflow's compiler Amazon SageManager If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register fo…
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Setting Up MLOps at a Healthcare Startup with Vishnu Rachakonda
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Subscribe to our YouTube channel to watch this episode! Learn more about Vishnu Rachakonda: Vishnu's LinkedIn Episode Resources: Vishnu's Publication firsthand's Website If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune.a…
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Intersecting DevOps With the ML Lifecycle with Shirsha Ray Chaudhuri
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Subscribe to our YouTube channel to watch this episode! Learn more about Shirsha Ray Chaudhuri: Shirsha's LinkedIn Episode Resources: Shirsha's Publication TR Labs' Website If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptun…
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Writing Clean, Production-Level ML Code with Laszlo Sragner
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Subscribe to our YouTube channel to watch this episode! Learn more about Laszlo Sragner: Laszlo's LinkedIn Laszlo's Twitter Episode Resources: Laszlo’s Newsletter Hypergolic's Website Refactoring the Titanic If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new …
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Differences Between Shipping Classic Software and Operating ML Models with a Lead MLOps Engineer at TMNL Simon Stiebellehner, and neptune.ai CEO Piotr Niedzwiedz
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Subscribe to our YouTube channel to watch this episode! Learn more about Simon Stiebellehner: Simon’s LinkedIn Piotr's LinkedIn Episode Resources: TMNL's Website neptune.ai's Website If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you…
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Building Well-Architected Machine Learning Solutions on AWS with Phil Basford
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Subscribe to our YouTube channel to watch this episode! Learn more about Phil Basford: Phil’s LinkedIn Phil’s Twitter Episode Resources : Inawisdom's Website If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune.ai…
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Solving the Model Serving Component of the MLOps Stack with Chaoyu Yang
54:52
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Subscribe to our YouTube channel to watch this episode! Learn more about Chaoyu Yang: Chaoyu’s LinkedIn Chaoyu’s Twitter Episode Resources: BentoML’s Website BentoML’s Github If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by nept…
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How early-stage startups and small teams tackle MLOps with Duarte Carmo
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Subscribe to our YouTube channel to watch this episode! Learn more about Duarte Carmo: Duarte’s LinkedIn Duarte’s Twitter Episode Resources: Duarte’s Website Amplemarket Website If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by n…
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Subscribe to our YouTube channel to watch this episode! Learn more about Amber Roberts: Adam’s LinkedIn Adam’s Twitter Episode Resources: Adam’s Medium Telepath.io Website If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune…
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Embracing Responsible AI for ML Models in Production with Amber Roberts
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Subscribe to our YouTube channel to watch this episode! Learn more about Amber Roberts: Amber’s LinkedIn Amber’s Twitter Episode Resources: Arize’s LinkedIn Arize’s blog If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune.a…
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Building an MLOps Culture in Your Team with Adam Sroka
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Subscribe to our YouTube channel to watch this episode! Learn more about Adam: Adam’s LinkedIn Adam’s Twitter Episode Resources: Origami’s LinkedIn Origami’s Website If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune.ai…
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Your First MLOps System: What Does Good Look Like? with Andy McMahon
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Subscribe to our YouTube channel to watch this episode! Learn more about Andy: Andy’s LinkedIn Andy’s Twitter Episode Resources: NatWest Group’s LinkedIn NatWest Group’s Website AI Right Podcast If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Br…
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Leveraging Unlabeled Image Data with Self-Supervised Learning or Pseudo Labeling with Mateusz Opala
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Subscribe to our YouTube channel to watch this episode! Learn more about Mateusz: Mateusz’s LinkedIn Brainly's LinkedIn Brainly's Website If you enjoyed this episode, then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune.ai…
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Managing Computer Vision Projects with Michal Tadeusiak
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Subscribe to our YouTube channel to watch this episode! Learn more about Michal: Michal’s LinkedIn deepsense.ai LinkedIn deepsense.ai Website If you enjoyed this episode, then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune.ai…
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Data Engineering and MLOps for Neural Search with Fernando Rejon Barrera and Jakub Zavrel
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Subscribe to our YouTube channel to watch this episode! Learn more about Fernando and Jakub : Fernando’s LinkedIn Jakub’s LinkedIn Jakub’s Twitter Zeta Alpha Vector website If you enjoyed this episode, then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptu…
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Navigating ML Observability with Danny Leybzon
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Visit our YouTube channel to watch this episode! Learn more about Danny Leybzon: Danny’s LinkedIn Danny’s Twitter If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune.aiبقلم neptune.ai
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Testing Recommender Systems with Federico Bianchi
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Visit our YouTube channel to watch this episode! Learn more about Federico Bianchi: Federico’s LinkedIn Federico’s Twitter Federico’s website If you enjoyed this episode, then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune.ai…
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Deploying models on GPU with Kyle Morris
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Visit our YouTube channel to watch this episode! Learn more about Kyle Morris: Kyle’s LinkedIn Kyle’s Twitter If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune.aiبقلم neptune.ai
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MLOps at a Reasonable Scale: Approaches & Challenges with Jacopo Tagliabue
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Visit our YouTube channel to watch this episode! Learn more about Jacopo Tagliabue: Jacopo’s LinkedIn Jacopo’s Twitter Coveo's Community Episode resources: Chip’s book If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptune.ai…
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Building a Visual Search Engine with Kuba Cieslik
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Subscribe to our YouTube channel to watch this episode! Learn more about Kuba Cieslik: Kuba’s LinkedIn Episode resources: Kuba’s post on Neptune AI’s Blog tuul.ai's Website If you enjoyed this episode then please either: Subscribe, rate, and review on Apple Podcasts Follow on Spotify RSS Feed Register for the new live event Brought to you by neptun…
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