MLOps.community

430 Episodes

1. Bringing Audio ML Models into Production // Valerio Velardo // MLOps Coffee Sessions #90

   Published: 4/4/2022
2. A Journey in Scaling AI // Gabriel Straub // MLOps Coffee Sessions #89

   Published: 3/31/2022
3. ML Platform Tradeoffs and Wondering Why to Use Them // Javier Mansilla // MLOps Coffee Sessions #88

   Published: 3/28/2022
4. Don't Listen Unless You Are Going to Do ML in Production // Kyle Morris // MLOps Coffee Sessions #87

   Published: 3/17/2022
5. Building ML/Data Platform on Top of Kubernetes // Julien Bisconti // MLOps Coffee Sessions #86

   Published: 3/12/2022
6. Continuous Deployment of Critical ML Applications // Emmanuel Ameisen // MLOps Coffee Sessions #85

   Published: 3/10/2022
7. Lessons from Studying FAANG ML Systems // Ernest Chan // MLOps Coffee Sessions #84

   Published: 3/2/2022
8. Better Use cases for Text Embeddings // Vincent Warmerdam // MLOps Coffee Sessions #83

   Published: 2/28/2022
9. Feature Stores at Shopify and Skyscanner // Matt Delacour and Mike Moran // Reading Group #4

   Published: 2/23/2022
10. Trustworthy Data for Machine Learning // Chad Sanderson // MLOps Meetup #93

    Published: 2/21/2022
11. Practitioners Guide to MLOps // Donna Schut and Christos Aniftos // Coffee Sessions #82

    Published: 2/15/2022
12. Investing in MLOps // Leigh Marie Braswell and Davis Treybig // MLOps Coffee Sessions #81

    Published: 2/14/2022
13. The Journey from Data Scientist to MLOps Engineer // Ale Solano // MLOps Coffee Sessions #80

    Published: 2/8/2022
14. Platform Thinking: A Lemonade Case Study // Orr Shilon // MLOps Coffee Sessions #79

    Published: 2/4/2022
15. Calibration for ML at Etsy - apply() special // Erica Greene and Seoyoon Park // MLOps Coffee Sessions #78

    Published: 1/31/2022
16. Data Mesh - The Data Quality Control Mechanism for MLOps? // Scott Hirleman // MLOps Coffee Sessions #77

    Published: 1/28/2022
17. Build a Culture of ML Testing and Model Quality // Mohamed Elgendy // MLOps Coffee Sessions #76

    Published: 1/25/2022
18. Towards Observability for ML Pipelines // Shreya Shankar // MLOps Coffee Sessions #75

    Published: 1/21/2022
19. Scaling Biotech // Jesse Johnson // MLOps Coffee Sessions #74

    Published: 1/19/2022
20. On Structuring an ML Platform 1 Pizza Team //Breno Costa & Matheus Frata //MLOps Coffee Sessions #73

    Published: 1/7/2022