Learn how to build, package, deploy and serve machine learning (ML) models on the cloud. During this session, you will first deploy a simple “pickled” model, followed by a more involved Hugging Face Transformers-based model. ...
Virtual machines, Docker containers, and Kubernetes are essential technologies for modern software development and deployment; including serving of ML models. Learn the basics of these technologies and how they can be used to build, run, and manage containerized applications. ...
Learn how to build a YouTube video summarizer and host it on a website. This series of hands-on sessions will touch upon Python programming, need-to-know concepts about data engineering, machine learning, serverless computing, cost estimation, and cloud deployment. Delivery Mode Online & In Person Duration 3 - 4 hours Prerequisites Containerization 101, Serverless Computing What Will Be Covered In this series of 3-4 sessions, you will build a web-based application in which users can indicate the URL of a YouTube video and, a few seconds later, get a summary of the key points mentioned in that video....