Leapodcasts

Analyst Talk - Dr. Andrew Wheeler - Large Language Models for Mortals


Listen Later

Episode: 00312 Released on March 30, 2026 Description:  In this episode of Analyst Talk, Jason Elder welcomes back Dr. Andrew Wheeler, who recently authored the book Large Language Models for Mortals, to explore how large language models are transforming the work of analysts. Moving beyond chatbots, Andrew breaks down practical applications such as extracting insights from reports, automating workflows, and integrating AI with tools like SQL and Excel. He explains key concepts like APIs and retrieval augmented generation in a way analysts can understand, while also addressing risks like hallucinations and reliability issues. This conversation focuses on what analysts can realistically build today, what skills matter most, and how AI will reshape the profession without replacing the need for human judgment.

🎧 Listen, share, and keep talking! [Note:  Description produced by ChatGPT.]
Name Drops:
Public Service Announcements:
Dr. Eliann Carr on the Crime Analyst Census Survey
Link to survey:  https://form.jotform.com/251745683433058
Related Links:
Large Language Models for Mortals: A Practical Guide for Analysts with Python, https://crimede-coder.com/blogposts/2026/LLMsForMortals
Promo Code:  LEAPLLM for $20 off LLM paperback and epub
Previous Analyst Talk Podcast:  https://www.leapodcasts.com/e/atwje-dr-andrew-wheeler-crime-de-coder/
Analyst Talk AI Series:  https://www.leapodcasts.com/?s=AI

Association(s) Mentioned:
Vendor(s) Mentioned:
Contact: [email protected], https://www.linkedin.com/company/crime-de-coder/
Transcript:  https://mcdn.podbean.com/mf/web/xnj5k9n9u4553axk/CruzLLMs_transcripts.pdf
Podcast Writer:
Podcast Researcher:
Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com.
Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners.
Podcast Email: [email protected] 
Podcast Webpage: www.leapodcasts.com 
Podcast X: @leapodcasts

00:00:17 Introducing Andrew

00:01:00 Why Andrew wrote LLMs for Mortals
00:06:00 What LLM APIs actually are
00:10:00 Practical use cases for analysts
00:20:00 What is RAG and why it matters
00:30:00 Hallucinations and reliability risks
00:39:00 Will AI replace analysts?

...more
View all episodesView all episodes
Download on the App Store

LeapodcastsBy LEAPodcasts

  • 4.6
  • 4.6
  • 4.6
  • 4.6
  • 4.6

4.6

11 ratings


More shows like Leapodcasts

View all
Crime Junkie by Audiochuck

Crime Junkie

369,976 Listeners

Reducing Crime by Jerry Ratcliffe

Reducing Crime

57 Listeners

Money For Couples with Ramit Sethi by Ramit Sethi

Money For Couples with Ramit Sethi

3,457 Listeners