Fine-Tuning LLMs with Open-Source Data Essentials from Tonex, Inc.

Course Overview

Overall Proficiency Level

2 - Intermediate

Course Catalog Number

T101

Course Prerequisites

None

Training Purpose

Functional Development

Management Development

Specific Audience

All

Delivery Method

Online, Self-Paced

Online, Self-Paced

Learning Objectives

Understand the principles of fine-tuning LLMs with open-source data.
Analyze the benefits of fine-tuning LLMs for specific applications.
Evaluate the different techniques for fine-tuning LLMs.
Apply fine-tuning methods to improve LLM performance with open-source data.
Discuss the future trends and opportunities in fine-tuning LLMs.

Framework Connections

Design and Development

The materials within this course focus on the NICE Framework Task, Knowledge, and Skill statements identified within the indicated NICE Framework component(s):

Competency Areas

Work Roles

Feedback

If you would like to provide feedback on this course, please e-mail the NICCS team at NICCS@mail.cisa.dhs.gov. Please keep in mind that NICCS does not own this course or accept payment for course entry. If you have questions related to the details of this course, such as cost, prerequisites, how to register, etc., please contact the course training provider directly. You can find course training provider contact information by following the link that says “Visit course page for more information...” on this page.