Advanced Practical Data Science

APCOMP 215

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Course information

  • Instructor: Pavlos Protopapas, Ignacio Becker Troncoso.

  • Semester: Fall 2024.

  • Website: https://harvard-iacs.github.io/2024-AC215/

  • Outline: Virtual environments, virtual machines; Docker containers; Data pipelines, cloud storage; Advanced training workflows, Vertex AI; App design, setup, and code organization; RESTful APIs; React frontend; Ansible, Kubernetes;

  • Technologies: Python, TypeScript, React, PyTorch, Docker, Ansible, Kubernetes, Google Cloud Platform (GCP).

Project

The project of our team is VeritasTrial, an AI-driven application for clinical trial search and interpretation. See the project page for more details.