AAIF Live

Bringing Audio ML Models into Production // @ValerioVelardoTheSoundofAI //Coffee Sessions #90

A Journey in Scaling ML // Gabriel Straub // MLOps Coffee Sessions #89

ML Platform Tradeoffs and Wondering Why to Use Them // Javier Mansilla // MLOps Coffee Sessions #88

The podcast explores how Mercado Libre, a major e-commerce and fintech player in Latin America, approaches machine learning platform development. Javier, a member of Mercado Libre's tech team, discusses the company's strategy of building foundational machine learning tools to avoid redundant efforts across its various ...

Building a Modern Data Analytics Stack // Jeff Katz // MLOps Meetup #96

Don't Listen Unless You Are Going to Do ML in Production // Kyle Morris // MLOps Coffee Sessions #87

Applications of Data Science // Connie Yang // MLOps Meetup #95

Building ML/Data Platform on Top of Kubernetes // Julien Bisconti // MLOps Coffee Sessions #86

Machine Learning Engineering in Action // Ben Wilson // Reading Group #5

MLOps at Stripe // Emmanuel Ameisen // MLOps Coffee Sessions #85

Orchestrating Machine Learning Workflows with Prefect // Kevin Kho // MLOps Meetup #94

Lessons from Studying FAANG ML Systems // Ernest Chan // MLOps Coffee Sessions #84

Better Use cases for Text Embeddings // Vincent Warmerdam // MLOps Coffee Sessions #83

Feature Stores at Shopify and Skyscanner // Matt Delacour and Mike Moran // Reading Group #4

Trustworthy Data for Machine Learning // Chad Sanderson // MLOps Meetup #93

Practitioners Guide to MLOps // Donna Schut and Christos Aniftos // Coffee Sessions #82

Investing in MLOps // Leigh Marie Braswell and Davis Treybig // Coffee Sessions #81

The Journey from Data Scientist to MLOps Engineer // Ale Solano // MLOps Coffee Sessions #80

Platform Thinking: A Lemonade Case Study // Orr Shilon // MLOps Coffee Sessions #79

Lemonade's ML Engineering Team Lead, Orr Shilon, discusses the company's machine learning platform, emphasizing automation and efficiency. Lemonade leverages machine learning to improve user experience and business outcomes, such as predicting lifetime customer value. A key component is a Slack bot named Cooper, used f...

Building an Open Source MLOps Stack with ZenML // Hamza Tahir // MLOps Workshop Meetup # 92

Calibration for ML at Etsy - apply() special // Erica Greene and Seoyoon Park // Coffee Sessions #78