Software deployment tools
Speakers: Sébastien Lugan (UCLouvain), Faiez Zalila (Cetic)
Abstract: Software containers constitute an essential pillar in helping accelerate Artificial Intelligence (AI) and Machine Learning (ML) lifecycle for organizations worldwide. Multiple organizations have operationalized containers to accelerate data science workflows and build intelligent applications. In this seminar, we will study containers, their advantages, challenges and benefits to deliver portable and scalable ML/AI applications. First, we will present a theoretical overview of containerization with the Docker technology. Then, we will conduct a hands-on session on running recent AI software with containers. Finally, we will give a status about the Trail Factory, the operationalization and dissemination platform of ML/AI technological bricks.