Scaling MLOps for Computer Vision - MLOps Mini Summit Meetup 4
Explore MLOps strategies for scaling computer vision, including Flyte for AI product development, its application at Recogni, and lessons from running AI models at scale for planetary satellite imagery analysis.
Fine-Tuning Language Models with Declarative ML Orchestration
Gain hands-on experience using Flyte to declaratively specify infrastructure for fine-tuning language models on your own data, overcoming compute resource challenges.
The Role of Infrastructure in ML Leveraging Open Source - MLOps Podcast #197
Explore ML infrastructure's role in leveraging open-source tools. Learn about unifying data processing, experiment tracking, and monitoring in a single platform for efficient ML lifecycle management.
AI in Kubernetes - Getting Started with Machine Learning Pipeline Development
Discover how Kubernetes supports AI development with features like autoscaling, GPU management, and ML pipeline orchestration using Flyte for efficient model deployment and serving.