Finished my workshop on automl GenAI at #MLWeek last week. I'm loving being able to introduce ideas into prompts for Claude and/or ChatGPT to do things I love doing but rarely see and get code to execute (it wrote over 6000 lines of code for me to use in demos...I created these within a few hours). One example is using ISLE (minitab.com/content/dam/www/…) which compresses GBM ensembles: reducing # of trees and tends to be more accurate on hold-out data. Prompt->code->run it.
Appreciate the insights on why LLMs struggle with breaking news.
I wonder how many humans are employed to fix them? This is why I recommend to those who ask me to not use LLMs open loop for mission critical tasks without human validation.
open.substack.com/pub/garyma…
Read my latest @Forbes article. Stakeholders involved with #predictiveAI must ramp up on a semi-technical understanding that comes down to 1) what's predicted, 2) how well, and 3) what's done about it. forbes.com/sites/ericsiegel/…#bizML
Can language models be used as world simulators? In our ACL 2024 paper, we show -- not really.
GPT-4 is only ~60% accurate at simulating state changes based on common-sense tasks, like boiling water.
Preprint: arxiv.org/pdf/2406.06485@allen_ai@MSFTResearch@aclmeeting
Had an incredible time at @MLWeekUS ! The session on predictive and generative AI by @deanabb were truly insightful. Excited to apply what I've learned and see where this cutting-edge tech takes us next! #MLWeek#AI#MachineLearning
Onsite edition of #SanDiego#KNIME Data Connect will take place on Jan 9, 2024 at Extended Studies Center 5701 Hardy Ave San Diego, CA, 5PM onwards.
This event will showcase real world examples from practising marketing data scientists and Analyzing the customer journey from end to end using KNIME.
This is intended to be a monthly meetup, some in-person and some virtual.
meetup.com/san-diego-knime-u…#MachineLearning#DataScience#MarketingAutomation
Join us on October 12 for a complimentary BAI webinar on AI. We will cover many of the key questions financial services organizations have along with what resources are available to help them create AI policies to help safeguard company information. bit.ly/46xNPjN
Announcing my second book, "The AI Playbook: Mastering the Rare Art of Machine Learning Deployment"! Pre-order with this link by Friday for a @BNBuzz special (25% off for standard rewards members and 10% for premium members). Special thanks to @mitpress. barnesandnoble.com/w/the-ai-…
Very much enjoyed my conversation with Ryan Atkinson of the TechGuide. While the topic is "starting" a career in data analytics, and data science in particular, there are also several topics discussed that are not necessarily "intro" topics, such as how t…lnkd.in/gqrtNdue
I’m happy to share that I’m starting a new position as Bodily Bicentennial Professor of Analytics at University of Virginia Darden School of Business! #analyticslnkd.in/gS_BzTGM
It's not too late to still participate in the 2023 Rexer Analytics Data Science Survey. From "
"Rexer Analytics designed and began this research in 2007. The ten surveys from 2007 through 2023 examine the analytic behaviors, views…lnkd.in/emF6bZrklnkd.in/gPHjC22
The Rexer Analytics #datascience survey is back! Please take the 10-15 minutes needed to complete it and then we can see how our industry is changing and how it’s staying the same. predictiveanalyticsworld.com…