Applied AI for Data Analysis Skills

Before we dive in, it’s important to set clear expectations. This course focuses on applied AI for

data analysis. That means using AI and language models to analyze existing data files,

not building or training AI models from scratch. We’ll work with real-world file

types such as logs, CSVs, JSON, and text data, and we’ll focus

on practical questions like identifying errors, trends, anomalies,

and root causes. This course does not require advanced statistics, linear algebra,

or machine learning theory. It is also not a programming-heavy course.

While technical concepts are explained clearly, you won’t need to write complex code