logo
episode-header-image
Sep 2024
26m 24s

Process Mining with LLMs

Kyle Polich
About this episode

David Obembe, a recent University of Tartu graduate, discussed his Masters thesis on integrating LLMs with process mining tools. He explained how process mining uses event logs to create maps that identify inefficiencies in business processes. David shared his research on LLMs' potential to enhance process mining, including experiments evaluating their performance and future improvements using Retrieval Augmented Generation (RAG).

Up next
Yesterday
Designing Recommender Systems for Digital Humanities
<p>In this episode of Data Skeptic, we explore the fascinating intersection of recommender systems and digital humanities with guest Florian Atzenhofer-Baumgartner, a PhD student at Graz University of Technology. Florian is working on <a href= "http://monasterium.net/">Monasteriu ... Show More
36m 48s
Nov 13
DataRec Library for Reproducible in Recommend Systems
<p>In this episode of Data Skeptic's Recommender Systems series, host Kyle Polich explores DataRec, a new Python library designed to bring reproducibility and standardization to recommender systems research. Guest Alberto Carlo Maria Mancino, a postdoc researcher from Politecnico ... Show More
32m 48s
Nov 5
Shilling Attacks on Recommender Systems
In this episode of Data Skeptic's Recommender Systems series, Kyle sits down with Aditya Chichani, a senior machine learning engineer at Walmart, to explore the darker side of recommendation algorithms. The conversation centers on shilling attacks—a form of manipulation where mal ... Show More
34m 48s
Recommended Episodes
Oct 2018
SLP27 - Turning Stranded Natural Gas Into Bitcoin Mining Hashes, with Steve Barbour of Upstream Data
Steve Barbour (Founder, Upstream Data) joins me to discuss how he is turning stranded natural gas into Bitcoin mining hashes. His HashGen product uses low value natural gas to improve the economics for Canadian Oil and Gas facilities, while powering Bitcoin mining ASICs. In this ... Show More
1h 2m
Aug 2018
SLP12 - Bitcoin Mining and Energy, with Hass McCook
Hass McCook and I discuss the Bitcoin mining market and his recent research, "The Cost and Sustainability of Bitcoin". We cover key bitcoin mining metrics, bitcoin mining cost price ranges, the Bitcoin Price - Mining Hash Rate relationship, the evolution of bitcoin mining over th ... Show More
1h 1m
Mar 2020
SLP158 John Lee Quigley - How Does a Bitcoin Price Crash Impact Bitcoin Miners?
<p>John Lee Quigley of MinerUpdate and Adaptive Analysis joins me in this episode to talk about the impacts of bitcoin price drop on Bitcoin mining. We talk about:</p> <ul> <li>What the key costs are for miners</li> <li>Who are the key players in bitcoin mining</li> <li>Miner ... Show More
55m 50s
Apr 2020
SLP162 Matt D’Souza - Bitcoin Halving Analysis: Bullish for Competitive Miners
<p>Matt D’Souza CEO of Blockware Solutions joins me to talk about his team’s recent research piece on Bitcoin Halving and analysis from a mining perspective. In this conversation, we chat:</p> <ul> <li>Market participant profiles</li> <li>Miner electricity distribution</li> < ... Show More
56m 24s
Mar 2021
SLP259 Whit Gibbs - Bitcoin Mining For All With Compass Mining
<p>Whit Gibbs of Compass Mining joins me on the show to talk about his background in mining, and how the mining market is developing. We chat:</p> <ul> <li>Hitting ROI on a mining machine</li> <li>Current prices and costs</li> <li>How to do it</li> <li>Learning by doing and ... Show More
53m 30s
Jul 2021
SLP295 John Lee Quigley Why Bitcoin Mining Is Shifting to North America
<p>Historically, Bitcoin Mining as an industry was dominated by China. John Lee Quigley (formerly of Compass Mining, and now independently consulting and writing) rejoins me on the show to talk about his recent report on the state of Bitcoin mining. We talk about the various fact ... Show More
55m 37s
Nov 2019
SLP128 Jan Čapek - Stratum v2 Bitcoin Mining Protocol
<p>Jan Čapek, co-CEO of Braiins and working at Slush Pool joins me to talk about this an upgrade to a Bitcoin Mining protocol, Stratum. Stratum V2 is the next generation protocol for pooled mining. It focuses on making data transfers more efficient, reducing physical infrastructu ... Show More
1h 8m
Feb 2025
THE MINING POD: Mining For The Streets With Bitaxe
There’s a small, hobbyist Bitcoin mining unit that’s getting Bitcoin plebs fired up. We’re learning more on this week’s Mining Pod. You're listening to The Mining Pod. Subscribe to the newsletter, trusted by over 7,000 Bitcoiners.: https://newsletter.blockspacemedia.com Welcome ... Show More
39m 20s
Sep 2024
AI Agents for Data Analysis with Shreya Shankar - #703
Today, we're joined by Shreya Shankar, a PhD student at UC Berkeley to discuss DocETL, a declarative system for building and optimizing LLM-powered data processing pipelines for large-scale and complex document analysis tasks. We explore how DocETL's optimizer architecture works, ... Show More
48m 24s
Aug 27
Amperity Reimagines Data and Developer Workflows with AI - Ep. 271
Derek Slager, co-founder and CTO of Amperity, explores how agentic AI and vibe coding are reshaping enterprise data management and the developer experience on the NVIDIA AI Podcast. Hear how Amperity’s platform unifies customer data, powers advanced analytics, and brings conversa ... Show More
36m 40s