The Legend of Sleepy Hollow

you own this product
prerequisites
Basics of ChatGPT
skills learned
File workflows with ChatGPT • Hypothesis generation and research workflows • Data extraction • Data transformation and analysis • Image generation
Thomas Nield and Arjun Umathanu
1 week · 2-4 hours per week · BEGINNER
Included with a Manning Online subscription
catalog / Data Science / AI

pro $24.99 per month

  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose one free eBook per month to keep
  • exclusive 50% discount on all purchases
  • renews monthly, pause or cancel renewal anytime

lite $19.99 per month

  • access to all Manning books, including MEAPs!

team

5, 10 or 20 seats+ for your team - learn more

Look inside

In this liveProject, you will take on the role of a librarian using generative AI tools like ChatGPT to support a research project. You will develop effective prompts to analyze whether The Legend of Sleepy Hollow by Washington Irving is suitable for a new exhibition. After generating analysis with ChatGPT, you will extract relevant insights and use them to create engaging materials for the exhibition.

This project is designed for learning purposes and is not a complete, production-ready application or solution.

project authors

Thomas Nield
Thomas Nield is a consultant, writer, and instructor. After a decade in the airline industry, he authored two books for O’Reilly Media and regularly teaches classes on artificial intelligence, statistics, machine learning, and optimization algorithms. Currently he teaches at the University of Southern California. In another endeavor, Yawman Flight, he is inventing a new category of flight simulation controllers and bringing them to market. He enjoys making technical content relatable and relevant to those who are unfamiliar or intimidated by it.
Arjun Umathanu
Arjun Umathanu is a Full Stack AI Engineer with over a decade of experience in software development. He currently works as Specialist 2 – Software Engineering at UST, where he has been contributing since 2019. He previously worked at Movate for nearly nine years. He specializes in TypeScript, JavaScript, Python, Go, Next.js, React.js, FastAPI, Flask, Django, and test-driven development. He has hands-on experience with tools such as Pytest, Vitest, Jest, React Testing Library, MSW, and Cypress. His expertise also includes AI-driven workflows such as prompt engineering, multi-agent orchestration, custom Model Context Protocol (MCP) server development and integrations, and Claude skills and plugin development. He also has experience in QA automation. Arjun has developed open-source tools such as shai hulud-scan (a supply-chain security scanner for JavaScript/TypeScript projects) and restx (a CLI HTTP client). He contributes to Manning liveProject series as an implementer, beta tester, and co-author, and regularly conducts technical training sessions. He is committed to simplifying complex technical concepts and making them accessible to a broader audience.

prerequisites

This liveProject is intended for beginners and casual users of generative AI who want to improve productivity across a wide range of tasks. No prior knowledge is required. However, you will need a ChatGPT Plus subscription.


TOOLS:
  • Basics of AI prompting (using ChatGPT Plus as an example)

TECHNIQUES:
  • Upload text and summarize its contents
  • Form hypotheses around stories and events
  • Interpret contributing factors in reports
  • Extract and transform data from multiple sources
  • Export datasets to formats such as HTML and SQLite
  • Perform analytics on tabular datasets
  • Identify correlation variables
  • Incorporate external context into datasets and reports
  • Generate reports based on analytical findings

features

Self-paced
You choose the schedule and decide how much time to invest as you build your project.
Project roadmap
Each project is divided into several achievable steps.
Get Help
While within the liveProject platform, get help from fellow participants and even more help with paid sessions with our expert mentors.
Compare with others
For each step, compare your deliverable to the solutions by the author and other participants.
book resources
Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.
choose your plan

pro

monthly
annual
$24.99
$249.99
only $20.83 per month
  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose another free product every time you renew
  • choose twelve free products per year
  • exclusive 50% discount on all purchases
  • renews monthly, pause or cancel renewal anytime
  • renews annually, pause or cancel renewal anytime
  • The Legend of Sleepy Hollow project for free

team

monthly
annual
$49.99
$499.99
only $41.67 per month
  • five seats for your team
  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose another free product every time you renew
  • choose twelve free products per year
  • exclusive 50% discount on all purchases
  • renews monthly, pause or cancel renewal anytime
  • renews annually, pause or cancel renewal anytime
  • The Legend of Sleepy Hollow project for free