Docker Meets AI: Revolutionizing Machine Learning Workflows
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In a rapidly evolving landscape of technology, where artificial intelligence (AI) and machine learning (ML) are transforming industries, the efficient orchestration of ML workflows has become paramount. Docker containers have emerged as a game-changer in this domain, offering unparalleled flexibility, reproducibility, and scalability for AI and ML applications.Join us for the "Docker Meets AI: Revolutionizing Machine Learning Workflows" meetup, where we delve into the symbiotic relationship between Docker and AI. This event will explore how Docker containers are revolutionizing the way we develop, deploy, and manage AI and ML models. Whether you are a data scientist, AI engineer, or simply curious about the future of AI development, this meetup will provide valuable insights into:
- Containerization of AI: Learn how Docker simplifies the packaging and distribution of AI models and environments.
- Scalability and Reproducibility: Discover how Docker ensures consistent ML workflow execution, from development to deployment.
- Orchestrating AI Pipelines: Explore real-world use cases of Docker for orchestrating complex AI workflows.
- Best Practices: Gain insights into best practices for integrating Docker into your AI development process.
- Networking: Connect with fellow enthusiasts, share experiences, and expand your professional network in the AI and Docker communities.
**Call for Proposals (CFP)**We invite speakers, practitioners, and researchers to submit proposals for talks, demonstrations, or lightning talks related to Docker and AI. Share your expertise, experiences, and innovations with our community. Topics of interest include:
- Docker for AI model deployment
- ML workflow orchestration with containers
- Containerized AI development environments
- CI/CD pipelines for AI using Docker
- Docker security in AI applications
- Case studies and success stories
- Best practices and lessons learned
Don't miss this opportunity to be part of a dynamic discussion at the intersection of Docker and AI. Submit your proposal by 18th September to contribute to the knowledge exchange at "Docker Meets AI: Revolutionizing Machine Learning Workflows." Let's shape the future of AI development together!
For for CFP : https://forms.gle/K2rkar3t5Suo5Eiq8
Agenda :
- Practical Data-Centric AI: Using AI to improve its own Dataset - Aravind Putrevu
- Docker, Hugging Face and LLM - A Perfect Combo for MLOps Team - Ajeet Raina
Link to Join :
https://www.youtube.com/watch?v=9T0mpV4vMnY