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.
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
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
Code-Writing Agents: AI That Writes and Runs pandas
Verifying AI Analysis: Catching Wrong Numbers and Invented Insights
Natural Language to SQL: Building a Query Agent
Project: An AI Analyst Agent for a Weekly Sales Report
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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Certificate: ₹999
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