Generative AIIntermediate

Agentic AI for Data Analysis: From Data to Intelligent Insights

Learn how to use Agentic AI to transform the way data is explored, analyzed, interpreted, and presented. This practical course introduces learners to AI agents that can independently perform multi-step data analysis tasks—from understanding datasets and cleaning data to generating insights, creating visualizations, writing analysis code, and producing reports. Participants will learn how to combine Generative AI, AI Agents, Python, Excel, SQL, data visualization, and analytical workflows to build intelligent data-analysis solutions. The course focuses on hands-on projects and real-world business scenarios, helping learners move from traditional manual analysis toward AI-assisted and agent-driven data workflows.

0.0
|5h 50m|10 lessons
Start learning freeCourse free — certificate ₹999
Agentic AI for Data Analysis: From Data to Intelligent Insights course

What's included

10

Lessons

5h 50m

Duration

Certificate

What you'll learn

Skills and outcomes you'll walk away with

From Chatbots to Agents: What Agentic AI Means for Analysts

Messages: How Python Talks to a Language Model

Giving the Model Your Data: Schema, Summaries and Privacy

Structured Output: JSON Your Code Can Trust

Tools: Letting the Model Call Your Python Functions

The Agent Loop: Plan, Act, Observe, Repeat

Course curriculum

10 lessons • 5h 50m total

Agentic AI for Data Analysis: From Data to Intelligent Insights10 lessons
1

From Chatbots to Agents: What Agentic AI Means for Analysts

35m
2

Messages: How Python Talks to a Language Model

35m
3

Giving the Model Your Data: Schema, Summaries and Privacy

35m
4

Structured Output: JSON Your Code Can Trust

35m
5

Tools: Letting the Model Call Your Python Functions

35m
6

The Agent Loop: Plan, Act, Observe, Repeat

35m
7

Code-Writing Agents: AI That Writes and Runs pandas

35m
8

Verifying AI Analysis: Catching Wrong Numbers and Invented Insights

35m
9

Natural Language to SQL: Building a Query Agent

35m
10

Project: An AI Analyst Agent for a Weekly Sales Report

35m

Certification path

Certification exam

30 multiple-choice questions • 70% passing score required

Verified certificate

Earn a verified PDF certificate with unique verification ID upon completion • ₹999

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