MLOps.community

391 Episodes

1. Just Fetch the Data and then... // David Bayliss // Coffee Sessions #110

   Published: 29/07/2022
2. Why You Need More Than Airflow // Ketan Umare // Coffee Sessions #109

   Published: 23/07/2022
3. ML Flow vs Kubeflow 2022 // Byron Allen // Coffee Sessions #108

   Published: 19/07/2022
4. Why and When to Use Kubeflow for MLOps // Ryan Russon // Coffee Sessions #107

   Published: 11/07/2022
5. Building a Culture of Experimentation to Speed Up Data-Driven Value // Delina Ivanova // MLOps Coffee Sessions #106

   Published: 5/07/2022
6. Cleanlab: Labeled Datasets that Correct Themselves Automatically // Curtis Northcutt // MLOps Coffee Sessions #105

   Published: 1/07/2022
7. MLOps + BI? // Maxime Beauchemin // MLOps Coffee Sessions #104

   Published: 24/06/2022
8. Making MLFlow // Lead MLFlow Maintainer Corey Zumar // MLOps Coffee Sessions #103

   Published: 17/06/2022
9. Fixing Your ML Data Blind Spots // Yash Sheth // MLOps Coffee Sessions #102

   Published: 10/06/2022
10. Declarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team // Piero Molino // MLOps Coffee Sessions #101

    Published: 3/06/2022
11. Scaling Real-time Machine Learning at Chime // Peeyush Agarwal // Lightning Sessions #1

    Published: 27/05/2022
12. MLOps Critiques // Matthijs Brouns // MLOps Coffee Sessions #100

    Published: 27/05/2022
13. CPU vs GPU // Ronen Dar & Gijsbert Janssen van Doorn // MLOps Coffee Sessions #99

    Published: 20/05/2022
14. Racing the Playhead: Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98

    Published: 12/05/2022
15. Real-Time Exactly-Once Event Processing with Apache Flink, Kafka, and Pinot //Jacob Tsafatinos // MLOps Coffee Sessions #97

    Published: 5/05/2022
16. FastAPI for Machine Learning // Sebastián Ramírez // MLOps Coffee Sessions #96

    Published: 2/05/2022
17. MLOps as Tool to Shape Team and Culture // Ciro Greco // MLOps Coffee Sessions #95

    Published: 25/04/2022
18. Traversing the Data Maturity Spectrum: A Startup Perspective // Mark Freeman // Coffee Sessions #94

    Published: 21/04/2022
19. Model Monitoring in Practice: Top Trends // Krishnaram Kenthapadi // MLOps Coffee Sessions #93

    Published: 14/04/2022
20. Building the World's First Data Engineering Conference // Pete Soderling // MLOps Coffee Sessions #92

    Published: 11/04/2022