AI for Data Science
Lesson 4 of 6
0%Lesson 4
35 min
Using LLMs for Data Analysis (Text-to-SQL, Code Interpreter)
Listen to the full lesson
AI NarrationQuick Summary
Code Interpreter, Claude with file uploads, and Gemini's data tools let you ask natural-language questions of a dataset and get charts, summaries, and statistical tests in seconds. Analysis becomes a conversation.
What you will learn
- Use LLMs to analyze data and generate insights conversationally
- Apply code interpreter / data analysis mode for rapid analysis
- Integrate LLM-generated analysis into production data pipelines
Advanced Content
Sign in to unlock this lesson
Using LLMs for Data Analysis (Text-to-SQL, Code Interpreter) is part of AI for Data Science — an advanced module. We keep these gated so we can save your progress, recommend next steps, and personalize the curriculum.
All beginner content stays free and open — no login required there.