Name: Teaching LLMs to build your Machine Learning Models
Start: 2025-05-24T09:30:00+0200
End: 2025-05-24T10:45:00+0200

Saturday May 24, 2025 9:30am - 10:45am CEST

Z2.10

In this practical session, participants will learn how LLMs like ChatGPT can assist in writing machine learning code for journalistic investigations.

We’ll start by prompting ChatGPT to generate code for analyzing a small dataset. Then, we’ll apply the code to a larger dataset locally. After attending this session, participants will be able to train and use this machine learning model on their own.

This method was used by Frontstory.pl to analyze thousands of messages on Telegram and reveal the scale of drug trafficking activity in Poland.

To follow along, participants should be comfortable using Python and Jupyter Notebook.

Speakers

Klil Eden

Director, Vandelay Analytics

I work with organizations to develop robust, data-intensive investigative software and tech capacity for strategic projects, including digital defense. I've worked in public benefit technology in many roles -- engineering, product leadership, infosec, and analytics. My work supports... Read More →

Anastasiia Morozova

Data and investigative journalist, Frontstory.pl/ Reporters Foundation

I’m a data and investigative journalist with a background in tracking Russian influence, desinformation operations and sanctions evasion in Europe. I’m especially interested in projects where I can combine data analysis and visual storytelling to expose hidden networks or financial... Read More →

Saturday May 24, 2025 9:30am - 10:45am CEST
Z2.10

Data skills, Hands on

Attendees (12)

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Dataharvest 2025 - the European Investigative Journalism Conference

Klil Eden

Anastasiia Morozova

Attendees (12)

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