Overview of AI content

Overview

This module provides a brief introduction to AI and why and how to use AI tools.

Learning Objectives

• Know some basic concepts of AI.
• Know why to use AI tools.
• Understand risks and limitations of AI tools.
• Know how to use some common AI tools.
• Be familiar with ways to use AI for data analysis tasks.
• Be aware of ways to use AI with R.

Content

The module consists of the following units:

• Introduction to AI

• Introduction to LLM AI tools

• A conceptual framework for LLM AI tools

• Recommended AI tools

• Using AI to write code

• Using AI to fix code

• Using AI to explore data

• Using AI to analyze data

• Links to AI resources