Overview
Explore the world of MLOps platforms for AI and Machine Learning use cases in this informative DevNation Day talk. Dive into the intricacies of managing and deploying machine learning models at scale, learning about the challenges and solutions in the MLOps landscape. Discover how to streamline the development, testing, and deployment of AI models, and gain insights into best practices for integrating machine learning workflows into existing DevOps processes. Understand the importance of data management, model versioning, and automated pipelines in creating efficient and reliable AI systems. Learn about the tools and technologies that enable seamless collaboration between data scientists, developers, and operations teams. By the end of this 32-minute presentation, gain a comprehensive understanding of how MLOps platforms can revolutionize AI and Machine Learning projects, enhancing productivity and accelerating time-to-market for intelligent applications.
Syllabus
MLOps platform for AI / Machine Learning use cases | DevNation Day: MAD
Taught by
Red Hat Developer