AI Private

AI-Enhanced Data Analytics (AIA300)

2 days

AIData

Explore how generative AI and AI-powered tools can accelerate and enhance everyday data analytics work.

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Course Overview

Explore how generative AI and AI-powered tools can accelerate and enhance everyday data analytics work. This course focuses on practical application, showing analysts how to use AI assistants to speed up data preparation, automate repetitive tasks, generate visualizations, write and debug code, and communicate findings more effectively. Students will leave with a repeatable toolkit for integrating AI into their existing analytical workflows.

Course Benefits

Describe what generative AI tools can and cannot reliably do in the context of data analytics work, and identify where AI assistance adds the most value.
Use AI assistants to clean, reshape, and validate datasets, including handling missing values, standardizing formats, and generating data quality summaries.
Write effective prompts to generate, troubleshoot, and explain code in common data analytics tools.
Leverage AI tools to produce summary statistics, identify patterns, and rapidly generate charts, dashboards, and presentation-ready visuals.
Use AI to draft narrative summaries, executive briefings, and data stories from analytical findings.
Evaluate AI-generated outputs for accuracy, bias, and hallucination, and apply a verification workflow before using results in organizational decisions.

Delivery Methods

Private Class
Delivered for your team at your site or online.

Class Materials

Each student receives a comprehensive set of materials, including course notes and all class examples.

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