Published May 27, 2021

CI/CD in MLOPS // Monmayuri Ray // MLOps Coffee Sessions #41

Monmayuri Ray of GitLab explores the economic and technical dimensions of CI/CD in MLOps, highlighting cost efficiency and collaboration, while discussing the cultural shifts and challenges necessary for successful MLOps integration. With host Demetrios Brinkmann, they decode 'best practices' and risk mitigation strategies, preparing listeners for impactful MLOps adoption.

Episode Highlights

Topics covered

Defining CI/CD
01
MLOps Cultural Shifts
02
Best Practices in MLOps
03

CI/CD in MLOPS // Monmayuri Ray // MLOps Coffee Sessions #41

Topics covered

Popular Clips

Economic Lens

Data Visioning

Best Practices Debate

Modernizing ML Workflows

MLOps Resources

Embracing ML Ops

Challenges in MLOps

GitLab MLOps Integration

Risk Mitigation Insights

AI Business Perspectives

Balancing Flexibility, Structure

Overcoming YAML Challenges

Navigating MLOps Challenges

Navigating MLOps

Episode Highlights

Defining CI/CD

MLOps Cultural Shifts

Best Practices in MLOps

CI/CD in MLOPS // Monmayuri Ray // MLOps Coffee Sessions #41

Topics covered

Popular Clips

Episode Highlights

Defining CI/CDMonmayuri Ray from GitLab discusses the economic and technical aspects of CI/CD in MLOps, focusing on cost reduction and efficient frameworks. She emphasizes the importance of collaboration and strategic alignment in implementing MLOps effectively.

Defining CI/CD

MLOps Cultural ShiftsThe discussion with Monmayuri Ray explores how MLOps is transforming organizational dynamics and the challenges faced in its adoption. She emphasizes the need for cultural shifts and technical literacy to successfully integrate MLOps into existing systems.

MLOps Cultural Shifts

Best Practices in MLOps