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MLOps Live is a biweekly Q&A show where practitioners doing ML at a reasonable scale answer questions from other ML practitioners. Every episode focused on one specific subject related to MLOps. Only the juicy bits, the things you won’t find in a company blog post.
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MLOps Live
1
Leveraging MLOps Technologies and Principles at Non-ML Companies with Andreas Malekos and Ivan Chon-Hon Chan
49:48
49:48
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49:48
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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MLOps Live
1
Doing MLOps for Clinical Research Studies with Silas Bempong and Abhijit Ramesh
57:34
57:34
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57:34
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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MLOps Live
1
Deploying Conversational AI Products to Production with Jason Flaks
55:58
55:58
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55:58
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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MLOps Live
1
Implementing Vector Search Engines with Kacper Lukawski
52:31
52:31
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52:31
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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MLOps Live
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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
54:43
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54:43
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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MLOps Live
1
Continuous MLOps Pipelines with Itay Ben Haim
52:28
52:28
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52:28
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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MLOps Live
1
Setting Up MLOps at a Healthcare Startup with Vishnu Rachakonda
51:46
51:46
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51:46
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 To learn more visit Neptune…
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MLOps Live
1
Intersecting DevOps With the ML Lifecycle with Shirsha Ray Chaudhuri
49:20
49:20
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49:20
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 To learn more visit Nept…
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MLOps Live
1
Writing Clean, Production-Level ML Code with Laszlo Sragner
50:23
50:23
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50:23
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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MLOps Live
1
Differences Between Shipping Classic Software and Operating ML Models with a Lead MLOps Engineer at TMNL Simon Stiebellehner, and neptune.ai CEO Piotr Niedzwiedz
1:02:35
1:02:35
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1:02:35
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 To learn more …
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MLOps Live
1
Building Well-Architected Machine Learning Solutions on AWS with Phil Basford
54:09
54:09
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54:09
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 To learn more visit Neptune.ai Previous…
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MLOps Live
1
Solving the Model Serving Component of the MLOps Stack with Chaoyu Yang
54:52
54:52
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54:52
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 To learn more visit Ne…
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MLOps Live
1
How early-stage startups and small teams tackle MLOps with Duarte Carmo
54:03
54:03
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54:03
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 To learn more visit…
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 To learn more visit Neptu…
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MLOps Live
1
Embracing Responsible AI for ML Models in Production with Amber Roberts
51:10
51:10
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51:10
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 To learn more visit Neptune…
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MLOps Live
1
Building an MLOps Culture in Your Team with Adam Sroka
52:54
52:54
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52:54
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 To learn more visit Neptune.ai …
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MLOps Live
1
Your First MLOps System: What Does Good Look Like? with Andy McMahon
58:04
58:04
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58:04
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 To…
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MLOps Live
1
Leveraging Unlabeled Image Data with Self-Supervised Learning or Pseudo Labeling with Mateusz Opala
45:57
45:57
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45:57
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 To learn more visit Neptune.ai Previous guests include: An…
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MLOps Live
1
Managing Computer Vision Projects with Michal Tadeusiak
53:02
53:02
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53:02
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 To learn more visit Neptune.ai Previous guests include…
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MLOps Live
1
Data Engineering and MLOps for Neural Search with Fernando Rejon Barrera and Jakub Zavrel
50:51
50:51
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50:51
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 To learn more visit Nep…
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MLOps Live
1
Navigating ML Observability with Danny Leybzon
55:49
55:49
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55:49
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 To learn more visit Neptune.ai Previous guests include: Andy McMahon of NatWest Gro…
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MLOps Live
1
Testing Recommender Systems with Federico Bianchi
55:40
55:40
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55:40
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 To learn more visit Neptune.ai Previous guests include…
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 To learn more visit Neptune.ai Previous guests include: Andy McMahon of NatWest Group, …
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MLOps Live
1
MLOps at a Reasonable Scale: Approaches & Challenges with Jacopo Tagliabue
56:11
56:11
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56:11
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 To learn more visit Neptune.a…
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MLOps Live
1
Building a Visual Search Engine with Kuba Cieslik
53:22
53:22
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53:22
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 To learn more visit Nept…
Register for the new live event To learn more visit Neptune.ai Previous guests include: Andy McMahon of NatWest Group, Jacopo Tagliabue of Coveo, Adam Sroka of Origami, Amber Roberts of Arize AI, Michal Tadeusiak of deepsense.ai, Danny Leybzon of WhyLabs, Kyle Morris of Banana ML, Federico Bianchi of Università Bocconi, Mateusz Opala of Brainly, Ku…
