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Data Analysis with GenAI
Uncover trends and insights from data using ChatGPT and Python
13
Introduction to GenAI for Data Analysis
(11:10)
Course Overview & Setup
GenAI and Its Role in Data Analysis
Crafting Effective Prompts for Data Analysis
Data Workflow and Collection
(20:57)
Structured vs. Unstructured Data
Collecting and Organizing Data for Analysis: Part I
Collecting and Organizing Data for Analysis: Part II
Next-Level Data Cleaning with GenAI
(33:53)
Data Handling
Automating Data Cleaning
Dataset Reduction and Transformation
Feature Selection and Engineering
Data Analysis to Extract Meaningful Insights
(08:34)
Building a Model using GenAI
Hallucinations, Ethics, and Wrap-up
(11:31)
Ethical Implications of GenAI and Responsible Use
End of Course Survey