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WorkshopData Analysis

How to use LLMs to help speed up your data analysis workflows

Timestamps [01:52] Set goals and introduce ChatGPT and Julius [03:44] Compare ChatGPT Plus and Julius AI features [05:36] Explain ChatGPT’s evolution to ADA capability [08:08] Demo ADA solving math and data tasks [08:43] Address key limitations...

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Updated

Aug 19, 2025

How to use LLMs to help speed up your data analysis workflows

How to use LLMs to help speed up your data analysis workflows
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Workshop overview

What you'll learn

Timestamps

[01:52] Set goals and introduce ChatGPT and Julius
[03:44] Compare ChatGPT Plus and Julius AI features
[05:36] Explain ChatGPT’s evolution to ADA capability
[08:08] Demo ADA solving math and data tasks
[08:43] Address key limitations of ChatGPT today
[11:19] Analyze real NSF funding trends with GPT
[13:50] Step 1: Download NSF data from site
[14:43] Step 2: Filter grants by year in ADA
[16:33] Step 3: Analyze funding and generate narrative
[18:29] Step 4: Build structured funding tables
[19:26] Step 5: Visualize trends with GPT charts
[22:38] Step 6: Generate full Word report output
[23:36]Demo Julius AI features...

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Instructors

Dr. Alvaro Cintas

Dr. Alvaro Cintas

PhD AI Professor

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Topics

Data analysis

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