ML Platform Podcast
neptune.ai
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.
Brought to you by neptune.ai.
Episodes
Mentioned books
May 25, 2023 • 56min
Navigating Organizational Barriers by Doing MLOps with Leanne Kim Fitzpatrick
Subscribe to our YouTube channel to watch this episode!Learn more about Leanne Fitzpatrick:Leanne’s LinkedInEpisode Resources:Financial TimesTensorFlowPyTorchIf you enjoyed this episode then please either:Subscribe, rate, and review on Apple PodcastsFollow on SpotifyRSS FeedBrought to you by neptune.ai
May 9, 2023 • 49min
Tackling MLOps Challenges in Computer Vision with Marcin Tuszyński
Computer Vision expert Marcin Tuszyński discusses challenges in running CV systems at scale, infrastructure challenges including storage issues, MLOps components and package managers, difficulties in achieving reproducibility, trends and technologies in CV, and ways to stay updated with MLOps trends for CV.
Apr 26, 2023 • 53min
What Does GPT-3 Mean For the Future of MLOps? with David Hershey
Subscribe to our YouTube channel to watch this episode!Learn more about David:David’s LinkedInEpisode Resources:GitHub Copilot OpenAIPyTorchIf you enjoyed this episode, then please either:Subscribe, rate, and review on Apple PodcastsFollow on SpotifyRSS FeedBrought to you by neptune.ai
11 snips
Apr 12, 2023 • 54min
Managing Data and ML Teams to Deliver Value with Delina Ivanova
Subscribe to our YouTube channel to watch this episode!Learn more about Delina:Delina’s LinkedInEpisode Resources:MistplayHelloFreshSchulich School of Business - York UniversityUniversity of Toronto School of Continuing StudiesTDCarly Rian GroupIf you enjoyed this episode then please either:Subscribe, rate, and review on Apple PodcastsFollow on SpotifyRSS FeedBrought to you by neptune.ai
Mar 29, 2023 • 50min
Leveraging MLOps Technologies and Principles at Non-ML Companies with Andreas Malekos and Ivan Chon-Hon Chan
Subscribe to our YouTube channel to watch this episode!Learn more about Andreas and Ivan:Andreas’ LinkedInIvan’s LinkedInEpisode Resources:Continuum IndustriesHyp-EDStudy of physical properties and microstructure of aerogel-cement mortars for improving the fire safety of high-performance concrete linings in tunnelsUsing COMSOL® for the Development of the UK’s Second Hyperloop PrototypeQuantum Computing ProjectIf you enjoyed this episode then please either:Subscribe, rate, and review on Apple PodcastsFollow on SpotifyRSS FeedRegister for the new live eventBrought to you by neptune.ai
Mar 15, 2023 • 58min
Doing MLOps for Clinical Research Studies with Silas Bempong and Abhijit Ramesh
Subscribe to our YouTube channel to watch this episode!Learn more about Silas and Abhijit:Silas’ LinkedInAbhijit’s LinkedInEpisode Resources:freeCodeCampInnovate GhanaTheta Tech AIStanbic Bank GhanaAfribbean Tech CollectiveIf you enjoyed this episode then please either:Subscribe, rate, and review on Apple PodcastsFollow on SpotifyRSS FeedRegister for the new live eventBrought to you by neptune.ai
Mar 1, 2023 • 56min
Deploying Conversational AI Products to Production with Jason Flaks
Subscribe to our YouTube channel to watch this episode!Learn more about Jason Flaks:Jason's LinkedIn Episode Resources:neptune.ai Website Xembly WebsiteAmazon AWSspaCy chat GPTLabel StudioKubernetesIf you enjoyed this episode then please either:Subscribe, rate, and review on Apple PodcastsFollow on SpotifyRSS FeedRegister for the new live eventBrought to you by neptune.ai
Feb 15, 2023 • 53min
Implementing Vector Search Engines with Kacper Lukawski
Subscribe to our YouTube channel to watch this episode!Learn more about Kacper Lukawski:Kacper’s LinkedInKacper’s TwitterEpisode Resources:Vector library vs vector databaseReducing memory usage for vector search https://qdrant.tech/articles/memory-consumption/Visual search with vector embeddingsQdrantCodete GmbHBye-bye, Miss AIAI EmbassyCodete GmbHKubernetesIf you enjoyed this episode then please either:Subscribe, rate, and review on Apple PodcastsFollow on SpotifyRSS FeedRegister for the new live eventBrought to you by neptune.ai
16 snips
Feb 1, 2023 • 55min
ML platform teams, features stores, versioning in data pipelines, and where MLOps extends DevOps with Aurimas Griciūnas and Piotr Niedźwiedź
Subscribe to our YouTube channel to watch this episode!Learn more about Aurimas Griciūnas and Piotr Niedzwiedz:Aurimas's LinkedIn Piotr's LinkedInEpisode Resources:neptune.ai Website SwirlAI WebsiteQflowKafkaCassandraAirflowKubernetesSwirl AI newsletterneptune.ai blogDesigning Machine Learning Systems by Chip HuyenFundamentals of Data Engineering by Joe Reis, Matt HousleyIf you enjoyed this episode then please either:Subscribe, rate, and review on Apple PodcastsFollow on SpotifyRSS FeedRegister for the new live eventBrought to you by neptune.ai
6 snips
Jan 18, 2023 • 52min
Continuous MLOps Pipelines with Itay Ben Haim
Subscribe to our YouTube channel to watch this episode!Learn more about Itay Ben Haim:Itay's LinkedIn Episode Resources:Superwise Website Google vertex GithubBentoMLAzure MLKubeflow's compilerAmazon SageManager If you enjoyed this episode then please either:Subscribe, rate, and review on Apple PodcastsFollow on SpotifyRSS FeedRegister for the new live eventBrought to you by neptune.ai
