Video

Data Analysis With AI in 21 Minutes

Tina Huang · classcentral.com

An ex-Meta data scientist's compact framework for when AI beats doing the analysis by hand.

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The question it answers

  1. Why let AI analyze my data instead of learning Excel formulas or SQL?

Read with it

  1. The Wharton professor's original field report on why an AI that writes its own code beats memorizing formulas. oneusefulthing.org Article What AI can do with a toolbox: Getting started with Code Interpreter Ethan Mollick
  2. Shows AI restructuring messy PDF data and running models unprompted, the exact grunt work founders dread. x.com Thread Ethan Mollick on Code Interpreter's statistical common sense Ethan Mollick
  3. Mollick's line that things that took weeks in his PhD were done in seconds, with fewer errors than a human analyst. fortune.com Article Code Interpreter might be the most useful application of AI so far Fortune
  4. Video How AI Completely Reshaped This Data Analyst's Job (Luke Barousse) Ken's Nearest Neighbors Podcast
  5. Two practitioners compare the tasks worth delegating to AI versus the ones worth learning yourself. creators.spotify.com Podcast How We Use AI as Data Analysts (Data Career Podcast ep 76) Data Career Podcast with Luke Barousse
  6. The balanced case for how much SQL a non-analyst actually needs now that AI writes queries. mavenanalytics.io Article Do You Still Need to Learn SQL in the Age of AI? Maven Analytics
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