Automated BART test for individual risk

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The March edition meet-up from the Data science society & PyData meet-ups 2024 is here!

Who is the presenter?

Boyan (Bobby) Markov is an experienced data analyst with a diverse background, boasting 6+ years in the field. Transitioning from investment banking where he specialized in finance and private equity, he now excels in mobile gaming analytics.

Bobby uses A/B testing and machine learning to enhance user experiences and drive player value. His work spans collaborations with major international corporations on the market, as well as supporting VC backed start-ups through their growth phases.

Currently, he is pursuing a PhD, focusing on individual risk propensity with ML, blending his industry experience with academic curiosity.


In this session, the audience will be introduced to a refined approach to the Balloon Analog Risk Task (BART) aimed at analysing individual risk-taking behaviours. The presentation will cover the entire machine learning modelling process, including:

  • data cleaning
  • applying heuristic rules for outlier detection
  • feature selection
  • the use of an XGB classifier to develop a comprehensive risk spectrum.

This methodical approach will provide a detailed, data-driven examination of individual risk propensities, highlighting the steps from raw data to actionable insights.


Except for the MeetUp, everyone is invited to share what he/she is doing in the field of Data Science – We believe that sharing is caring! Save some time after the presentation for networking and chatting! : )

Data and Time: 21.03.2024 , 19:00-21:30 EEST Timezone

Location: NETWORKING Premium Coworking, Address: “Georgi S.Rakovski” 25 Str., Sofia


The event is open and free . Book a ticket to reserve a place and to get the materials afterwards.

Prepare your questions for the speaker and ask in the Q&A part from the event!


Event Partners

This event is organized in partnership with PyData Sofia & Networking Premium Coworking – Rakovska HQ.

Together we focus on improving the Data Science Community and enriching everyone’s knowledge!

Bookings

Bookings are closed for this event.