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MLOps.community
Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)
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Episodes
How Explainable AI is Critical to Building Responsible AI // Krishna Gade MLOps // Meetup #53 01.03.2021 56:56
MLOps community meetup #53! Last Wednesday, we talked to Krishna Gade, CEO & Co-Founder, Fiddler AI. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: ...
MLOps Engineering Labs Recap // Part 1 // MLOps Coffee Sessions #30 23.02.2021 59:38
Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter This is a deep dive into the most recent MLOps...
'Git for Data' - Who, What, How and Why? // Luke Feeney - Gavin Mendel-Gleason // MLOps Meetup #52 19.02.2021 57:50
MLOps community meetup #52! Last Wednesday, we talked to Luke Feeney and Gavin Mendel-Gleason, TerminusDB. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: ...
Agile AI Ethics: Balancing Short Term Value with Long Term Ethical Outcomes // Pamela Jasper // MLOps Meetup #51 12.02.2021 1:06:54
MLOps community meetup #51! Last Wednesday, we talked to Pamela Jasper, AI Ethicist, Founder, Jasper Consulting Inc. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: ...
Culture and Architecture in MLOps // Jet Basrawi // MLOps Coffee Sessions #29 08.02.2021 53:53
Coffee Sessions #29 with Jet Basrawi of Satalia, Culture and Architecture in MLOps. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.comm...
2 tools to get you 90% operational // Michael Del Balso - Willem Pienaar - David Aronchick // MLOps Meetup #50 05.02.2021 56:43
MLOps community meetup #50! Last Wednesday, we talked to Michael Del Balso, Willem Pienaar, and David Aronchick. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: ...
Machine Learning Design Patterns for MLOps // Valliappa Lakshmanan // MLOps Meetup #49 02.02.2021 56:46
MLOps community meetup #49! Last Wednesday, we talked to Lak Lakshmanan, Data Analytics and AI Solutions, Google Cloud. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: ...
Lessons Learned From Hosting the Machine Learning Engineered Podcast // Charlie You // MLOps Coffee Sessions #28 29.01.2021 1:04:37
Coffee Sessions #28 with Charlie You of Workday, Lessons learned from hosting the Machine Learning Engineered podcast. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: ...
Practical MLOps // Noah Gift // MLOps Coffee Sessions #27 26.01.2021 58:48
Coffee Sessions #27 with Noah Gift of Pragmatic AI Labs, Practical MLOps Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter...
Serving ML Models at a High Scale with Low Latency // Manoj Agarwal // MLOps Meetup #48 24.01.2021 56:17
MLOps community meetup #48! Last Wednesday, we talked to Manoj Agarwal, Software Architect at Salesforce. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.ml...
When Machine Learning meets privacy - Episode 9 21.01.2021 41:36
**Private data, Data Science friendly** Data Scientists are always eager to get their hands on more data, in particular, if that data has any value that can be extracted. Nevertheless, in real-world situations, data does not exist in the abundance that we thought existed, in other situations, the data might exist, but not possible to share it with different entities due to privacy concerns, which...
Machine Learning Feature Store Panel Discussion // MLOps Coffee Sessions #26 19.01.2021 1:05:31
Coffee Sessions #26 with Vishnu Rachakonda of Tesseract Health, Daniel Galinkin of iFood, Matias Dominguez of Rappi & Simarpal Khaira of Intuit, Feature Store Master Class. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: ...
ProductizeML: Assisting Your Team to Better Build ML Products // Adrià Romero // MLOps Meetup #47 18.01.2021 50:56
MLOps community meetup #47! Last Wednesday, we talked to Adrià Romero, Founder and Instructor at ProductizeML. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlop...
When Machine Learning meets privacy - Episode 8 14.01.2021 29:20
The revolution of Federated Learning - And we're back with another episode of the podcast When Machine Learning meets Privacy! For the episode #8 we've invited Ramen Dutta, a member of our community and founder of TensoAI. // Abstract: In this episode, Ramen explain us the concept behind Federated Learning, all the amazing benefits and it's applications in different industries, particularly...
Most Underrated MLOps Topics // Marian Ignev MLOps // Coffee Sessions #25 12.01.2021 54:08
Coffee Sessions #25 with Marian Ignev of CloudStrap.io & SashiDo.io, Most Underrated MLOps Topics. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community...
Real-time Feature Pipelines, A Personal History // Hendrik Brackmann // MLOps Meetup #46 08.01.2021 58:22
MLOps community meetup #46! Last Wednesday, we talked to Hendrik Brackmann, Director of Data Science and Analytics at Tide. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://...
Machine Learning Design Patterns // Sara Robinson // MLOps Coffee Sessions #24 29.12.2020 1:00:25
Coffee Sessions #24 with Sara Robinson of Google, Machine Learning Design Patterns, co-hosted by Vishnu Rachakonda. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.co...
SRE for ML Infra // Todd Underwood // MLOps Coffee Sessions #23 22.12.2020 1:12:03
Coffee Sessions #23 with Todd Underwood of Google, Follow-ups from OPML Talks on ML Pipeline Reliability co-hosted by Vishnu Rachakonda. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: h...
How To Move From Barely Doing BI to Doing AI // Joe Reis // MLOps Meetup #45 20.12.2020 54:03
MLOps community meetup #45! Last Wednesday, we talked to Joe Reis, CEO/Co-Founder of Ternary Data. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter...
Deep in the heart of data // Carl Steinbach // MLOps Coffee Sessions #22 18.12.2020 55:42
Coffee Sessions #22 with Carl Steinbach of LinkedIn, Deep in the Heart of Data. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter //Bio Carl is a Se...
When machine learning meets privacy - Episode 7 17.12.2020 36:04
ML and Encryption - It's all about secure insights #7! In this episode, we've invited Théo Ryffel, Founder of Arkhn and founding member of the Open-Mined community. // Abstract: In this episode, Théo introduces us to the concept of encrypted Machine Learning, when and the best practices to have it applied in the development of Machine Learning based solutions, and the challenges of bui...
When Machine Learning meets privacy - Episode 6 14.12.2020 35:53
**Privacy-preserving ML with Differential Privacy** Differential privacy is without a question one of the most innovative concepts that came around in the last decades, with a variety of different applications even when it comes to Machine Learning. Many are organizations already leveraging this technology to access and make sense of their most sensitive data, but what is it? How does it work? And...
Human-centric ML Infrastructure: A Netflix Original // Savin Goyal // MLOps Meetup #44 14.12.2020 56:22
MLOps community meetup #44! Last Wednesday, we talked to Savin Goyal, Tech Lead for the ML Infra team at Netflix. Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNews...
A Conversation with Seattle Data Guy // Benjamin Rogojan // MLOps Coffee Sessions #21 08.12.2020 47:26
Coffee Sessions #21 with Benjamin Rogojan of Seattle Data Guy, A Conversation with Seattle Data Guy Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter //Bio...
Monzo Bank - An MLOps Case Study // Neal Lathia // MLOps Coffee Sessions #20 07.12.2020 1:04:06
Coffee Sessions #20 with Neal Lathia of Monzo Bank, talking about Monzo Bank - An MLOps Case Study Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter //Bio Neal...
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