Applied AI for Data Analysis Skills
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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
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