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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
Why You Need More Than Airflow // Ketan Umare // Coffee Sessions #109 23.07.2022 1:11:36
MLOps Coffee Sessions #109 with Ketan Umare, Co-founder and CEO of Union.ai, Why You Need More Than Airflow, co-hosted by George Pearse. Join the Community: https://go.mlops.community/YTJoinIn...
ML Flow vs Kubeflow 2022 // Byron Allen // Coffee Sessions #108 19.07.2022 1:06:01
MLOps Coffee Sessions #108 with Byron Allen, AI & ML Practice Lead at Contino, ML Flow vs Kubeflow 2022 co-hosted by George Pearse. Join the Community: https://go.mlops.community/YTJoinIn...
Why and When to Use Kubeflow for MLOps // Ryan Russon // Coffee Sessions #107 11.07.2022 58:56
MLOps Coffee Sessions #107 with Ryan Russon, Manager, MLOps and Data Science of Maven Wave Partners, Why and When to Use Kubeflow for MLOps, co-hosted by Mihail Eric. Join the Community: https://go.mlops.community/YTJoinIn...
Building a Culture of Experimentation to Speed Up Data-Driven Value // Delina Ivanova // MLOps Coffee Sessions #106 05.07.2022 54:06
MLOps Coffee Sessions #106 with Delina Ivanova, Associate Director, Data of HelloFresh, Building a Culture of Experimentation to Speed Up Data-Driven Value, co-hosted by Vishnu Rachakonda. Join the Community: https://go.mlops.community/...
Cleanlab: Labeled Datasets that Correct Themselves Automatically // Curtis Northcutt // MLOps Coffee Sessions #105 01.07.2022 1:06:10
MLOps Coffee Sessions #106 with Curtis Northcutt, CEO & Co-Founder of Cleanlab, Cleanlab: Labeled Datasets that Correct Themselves Automatically, co-hosted by Vishnu Rachakonda. Join the Community: https://go.mlops.community/YTJoinIn...
MLOps + BI? // Maxime Beauchemin // MLOps Coffee Sessions #104 24.06.2022 51:50
MLOps Coffee Sessions #104 with the creator of Apache Airflow and Apache Superset, Maxime Beauchemin, Future of BI co-hosted by Vishnu Rachakonda. Join the Community: https://go.mlops.community/YTJoinIn...
Making MLFlow // Lead MLFlow Maintainer Corey Zumar // MLOps Coffee Sessions #103 17.06.2022 1:04:45
MLOps Coffee Sessions #103 with Corey Zumar, MLOps Podcast on Making MLflow co-hosted by Mihail Eric. Join the Community: https://go.mlops.community/YTJoinIn...
Fixing Your ML Data Blind Spots // Yash Sheth // MLOps Coffee Sessions #102 10.06.2022 52:16
MLOps Coffee Sessions #102 with Yash Sheth, Fixing Your ML Data Blindspots, co-hosted by Adam Sroka. Join the Community: https://go.mlops.community/YTJoinIn...
Declarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team // Piero Molino // MLOps Coffee Sessions #101 03.06.2022 58:46
MLOps Coffee Sessions #101 with Piero Molino, Declarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team, co-hosted by Vishnu Rachakonda. // Abstract Declarative Machine Learning Systems are the next step in the evolution of Machine Learning infrastructure. With such systems, organizations can marry the flexibility of low-level APIs with the simplicity of AutoML. Companies ado...
Scaling Real-time Machine Learning at Chime // Peeyush Agarwal // Lightning Sessions #1 27.05.2022 24:21
Lightning Sessions #1 with Peeyush Agarwal, Scaling Real-time Machine Learning at Chime. // Abstract In this Lighting Talk, Peeyush Agarwal explains 2 key pieces of the ML infrastructure at Chime. Peeyush goes into detail about the current feature store design and feature monitoring process along with the ML monitoring setup. This Lighting Talk is brought to you by arize.com reach out to them for...
MLOps Critiques // Matthijs Brouns // MLOps Coffee Sessions #100 27.05.2022 50:05
MLOps Coffee Sessions #100 with Matthijs Brouns, MLOps Critiques co-hosted by David Aponte. Join the Community: https://go.mlops.community/YTJoinIn...
CPU vs GPU // Ronen Dar & Gijsbert Janssen van Doorn // MLOps Coffee Sessions #99 20.05.2022 1:03:57
MLOps Coffee Sessions #99 with Ronen Dar and Gijsbert Janssen van Doorn, Getting the Most Out of Your AI Infrastructure, co-hosted by Vishnu Rachakonda. Join the Community: https://go.mlops.community/YTJoinIn...
Racing the Playhead: Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98 12.05.2022 58:04
MLOps Coffee Sessions #98 with Brannon Dorsey, Racing the Playhead: Real-time Model Inference in a Video Streaming Environment, co-hosted by Vishnu Rachakonda. Join the Community: https://go.mlops.community/YTJoinIn...
Real-Time Exactly-Once Event Processing with Apache Flink, Kafka, and Pinot //Jacob Tsafatinos // MLOps Coffee Sessions #97 05.05.2022 54:12
MLOps Coffee Sessions #97 with Jacob Tsafatinos, Real-Time Exactly-Once Event Processing with Apache Flink, Kafka, and Pinot, co-hosted by Mihail Eric. Join the Community: https://go.mlops.community/YTJoinIn...
FastAPI for Machine Learning // Sebastián Ramírez // MLOps Coffee Sessions #96 02.05.2022 52:40
MLOps Coffee Sessions #96 with Sebastián Ramírez, FastAPI for Machine Learning, co-hosted by Adam Sroka. Join the Community: https://go.mlops.community/YTJoinIn...
MLOps as Tool to Shape Team and Culture // Ciro Greco // MLOps Coffee Sessions #95 25.04.2022 43:04
MLOps Coffee Sessions #95 with Ciro Greco, MLOps as Tool to Shape Team and Culture. Join the Community: https://go.mlops.community/YTJoinIn...
Traversing the Data Maturity Spectrum: A Startup Perspective // Mark Freeman // Coffee Sessions #94 21.04.2022 46:03
MLOps Coffee Sessions #94 with Mark Freeman, Traversing the Data Maturity Spectrum: A Startup Perspective. Join the Community: https://go.mlops.community/YTJoinIn...
Model Monitoring in Practice: Top Trends // Krishnaram Kenthapadi // MLOps Coffee Sessions #93 14.04.2022 51:36
MLOps Coffee Sessions #93 with Krishnaram Kenthapadi, Model Monitoring in Practice: Top Trends, co-hosted by Mihail Eric. Join the Community: https://go.mlops.community/YTJoinIn...
Building the World's First Data Engineering Conference // Pete Soderling // MLOps Coffee Sessions #92 11.04.2022 41:59
MLOps Coffee Sessions #92 with Pete Soderling, Building the World's First Data Engineering Conference. Join the Community: https://go.mlops.community/YTJoinIn...
The Shipyard: Lessons Learned While Building an ML Platform / Automating Adherence // Joseph Haaga // Coffee Sessions #91 07.04.2022 39:59
MLOps Coffee Sessions #91 with Joseph Haaga, The Shipyard: Lessons Learned While Building an ML Platform / Automating Adherence. Join the Community: https://go.mlops.community/YTJoinIn...
Bringing Audio ML Models into Production // Valerio Velardo // MLOps Coffee Sessions #90 04.04.2022 50:45
MLOps Coffee Sessions #90 with Valerio Velardo, Bringing Audio ML Models into Production. Join the Community: https://go.mlops.community/YTJoinIn...
A Journey in Scaling AI // Gabriel Straub // MLOps Coffee Sessions #89 31.03.2022 52:43
MLOps Coffee Sessions #89 with Gabriel Straub, A Journey in Scaling AI. Join the Community: https://go.mlops.community/YTJoinIn...
ML Platform Tradeoffs and Wondering Why to Use Them // Javier Mansilla // MLOps Coffee Sessions #88 28.03.2022 53:59
MLOps Coffee Sessions #88 with Javier Andres Mansilla, ML Platform Tradeoffs and Wondering Why to Use Them. Join the Community: https://go.mlops.community/YTJoinIn...
Don't Listen Unless You Are Going to Do ML in Production // Kyle Morris // MLOps Coffee Sessions #87 17.03.2022 51:33
MLOps Coffee Sessions #87 with Kyle Morris, Don't Listen Unless You Are Going to Do ML in Production. Join the Community: https://go.mlops.community/YTJoinIn...
Building ML/Data Platform on Top of Kubernetes // Julien Bisconti // MLOps Coffee Sessions #86 12.03.2022 48:15
MLOps Coffee Sessions #86 with Julien Bisconti, Building ML/Data Platform on Top of Kubernetes. Join the Community: https://go.mlops.community/YTJoinIn...
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