Module 5: Case Studies and Project Work

Module 5: Case Studies and Project Work#

Module Objectives#

This module focuses on real-world use cases, guiding participants through practical applications of LLM technology.

Module Topics#

  • Implementing LLM Apps

    • Differences between open-source and proprietary models.

    • Approaches such as fine-tuning vs. RAG.

    • Platform selection and performance evaluation.

  • Major Use Cases in Data Applications

    • Existing use cases (TBD) and potential applications in low-income regions.

    • Implementation challenges.

  • Capstone Project

    • Hands-on project work where participants apply the concepts learned throughout the course.

Practical Labs#

  • Building an LLM Project
    Participants will work on an LLM project designed to apply the knowledge gained in a data-centric use case.

Case Study#

  • Building an LLM Project for Data Applications
    (Details TBD)

Assessment#

  • LLM Project Work

Contents