AI on the Cloud: Train Models without a GPU using AWS and Google Cloud!

Local machines can only take you so far. This workshop introduces you to cloud-based machine learning workflows. Participants will gain hands-on experience with AWS SageMaker and Google Cloud Vertex AI, learning how to set up cloud notebooks, launch training jobs, and utilize managed ML infrastructure.

What to expect

By the end of the session, you’ll have a clear picture of how to move from local experimentation to cloud-scale training—without needing a powerful GPU of your own. Whether you’re preparing for future projects, thesis work, or industry roles, this session gives you a practical entry point into production-grade ML.