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
Aug 17, 2022 • 58min
Your First MLOps System: What Does Good Look Like? with Andy McMahon
Subscribe to our YouTube channel to watch this episode!Learn more about Andy:Andy’s LinkedInAndy’s TwitterEpisode Resources:NatWest Group’s LinkedInNatWest Group’s WebsiteAI Right PodcastIf 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
Aug 3, 2022 • 46min
Leveraging Unlabeled Image Data with Self-Supervised Learning or Pseudo Labeling with Mateusz Opala
Subscribe to our YouTube channel to watch this episode!Learn more about Mateusz:Mateusz’s LinkedInBrainly's LinkedInBrainly's WebsiteIf 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
Jul 20, 2022 • 53min
Managing Computer Vision Projects with Michal Tadeusiak
Michal Tadeusiak, a Computer Vision Project Manager, discusses managing computer vision projects for external clients, experimenting with different architectures, the limitations of using AutoML models, and developing an end-to-end solution. He emphasizes the importance of managing client expectations, building team spirit, and establishing baselines for performance evaluation.
Jul 6, 2022 • 51min
Data Engineering and MLOps for Neural Search with Fernando Rejon Barrera and Jakub Zavrel
Subscribe to our YouTube channel to watch this episode!Learn more about Fernando and Jakub :Fernando’s LinkedInJakub’s LinkedInJakub’s TwitterZeta Alpha Vector websiteIf 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
Jun 22, 2022 • 56min
Navigating ML Observability with Danny Leybzon
Visit our YouTube channel to watch this episode!Learn more about Danny Leybzon:Danny’s LinkedInDanny’s TwitterIf 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
Jun 8, 2022 • 56min
Testing Recommender Systems with Federico Bianchi
Visit our YouTube channel to watch this episode!Learn more about Federico Bianchi:Federico’s LinkedInFederico’s TwitterFederico’s websiteIf 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
May 25, 2022 • 56min
Deploying models on GPU with Kyle Morris
Visit our YouTube channel to watch this episode!Learn more about Kyle Morris:Kyle’s LinkedInKyle’s TwitterIf 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
May 11, 2022 • 56min
MLOps at a Reasonable Scale: Approaches & Challenges with Jacopo Tagliabue
Visit our YouTube channel to watch this episode!Learn more about Jacopo Tagliabue:Jacopo’s LinkedInJacopo’s TwitterCoveo's CommunityEpisode resources:Chip’s bookIf 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
May 11, 2022 • 53min
Building a Visual Search Engine with Kuba Cieslik
Subscribe to our YouTube channel to watch this episode!Learn more about Kuba Cieslik:Kuba’s LinkedInEpisode resources:Kuba’s post on Neptune AI’s Blogtuul.ai's WebsiteIf 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
