MLOps.community

401 Episodes

1. Feathr: LinkedIn's High-performance Feature Store // David Stein // Coffee Sessions #120

   Published: 02/09/2022
2. MLOps at DoorDash // Hien Luu and DoorDash Leads // Coffee Sessions #119

   Published: 30/08/2022
3. ML Platforms, Where to Start? // Olalekan Elesin // Coffee Sessions #118

   Published: 26/08/2022
4. Data Engineering for ML // Chad Sanderson // Coffee Sessions #117

   Published: 19/08/2022
5. Scaling Machine Learning with Data Mesh // Shawn Kyzer // Coffee Sessions #116

   Published: 17/08/2022
6. How Hera is an Enabler of MLOps Integrations // Flaviu Vadan // Coffee Sessions #115

   Published: 14/08/2022
7. Product Enrichment and Recommender Systems // Marc Lindner and Amr Mashlah // Coffee Sessions #114

   Published: 10/08/2022
8. Building Better Data Teams // Leanne Fitzpatrick // Coffee Sessions #113

   Published: 06/08/2022
9. MLX: Opinionated ML Pipelines in MLflow // Xiangrui Meng // Coffee Sessions #112

   Published: 03/08/2022
10. More than a Cache: Turning Redis into a Composable, ML Data Platform // Samuel Partee // Coffee Sessions #111

    Published: 30/07/2022
11. Just Fetch the Data and then... // David Bayliss // Coffee Sessions #110

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

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

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

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

    Published: 05/07/2022
16. Cleanlab: Labeled Datasets that Correct Themselves Automatically // Curtis Northcutt // MLOps Coffee Sessions #105

    Published: 01/07/2022
17. MLOps + BI? // Maxime Beauchemin // MLOps Coffee Sessions #104

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

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

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

    Published: 03/06/2022