NEW, UPDATED Third Edition "Bayesian Analysis with #Python — Practical Guide to Probabilistic Modeling": http://
amzn.to/3w3tq9g from @PacktPublishing ————
#DataScience #DataScientists #AI #MachineLearning #Coding #Probability #Statistics #Inference #StatisticalLearning
RESEARCH
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New Updated Third Edition Bayesian Analysis with Python Practical Guide
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GPT-4 Task Performance Variability: Why Some Configurations Succeed
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This paper is about LLMs solving a specific task, but it is also about the difficulty of figuring out what LLMs do well & why Most configurations of GPT-4 failed to solve the problem, but one robustly did, for reasons that are hard to know. LLMs are weird https://
arxiv.org/pdf/2403.15371
.pdf
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GPT-4 Achieves Human-Level Performance in Data Analysis
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Two comparisons of data analysts to Code Interpreter: "Experimental results show that GPT-4 can achieve comparable performance to humans" https://
arxiv.org/pdf/2305.15038
.pdf
… GPT-4 scores over 90% on exams, the data science field is “on the verge of a paradigm shift” https://
arxiv.org/pdf/2307.02792
v2.pdf
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GPT-3’s peculiar ASCII art generation limitations discussed
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GPT-3 used to struggle making any coherent ASCII art except one specific piece it sometimes gave in reply to request for art of any subject, a drawing of a male bodybuilder in shorts signed by jgs:
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Time Complexity of 10 Machine Learning Algorithms Infographic
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Time complexity of 10 #MachineLearning algorithms in a single #infographic Source: https://
linkedin.com/feed/update/ur
n:li:activity:7177764655308623872?utm_source=share&utm_medium=member_ios
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50+ Data Analytics Projects with Code Implementation Guide
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50 + Implemented #DataAnalytics Projects with code — compiled by @NainaChaturved8 ————
#BigData #DataScience #Analytics #MachineLearning #AI #AnalyticThinking https://
medium.com/coders-mojo/da
ta-analytics-projects-series-b6abc25e4815
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AI-Powered Massage Robot Innovation in Robotics Technology
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#AI-powered massage #Robot
— Ronald van Loon (@Ronald_vanLoon) 24 mars 2024
via @CGMeifangZhang#Robotics #MI #Tech #Technology #Innovation #EmergingTech
cc: @bigdata @pbalakrishnarao @karpathy pic.twitter.com/C6UVyow0r2#AI-powered massage #Robot
via @CGMeifangZhang #Robotics #MI #Tech #Technology #Innovation #EmergingTech cc: @bigdata @pbalakrishnarao @karpathy -
Alignment Tax: RLHF’s Impact on NLP Performance Discussed
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It was never a secret. The alignment tax (RLHF hurts perf on NLP benchmarks) is mentioned in the InstructGPT paper Jan 2022. More noticed after Mysteries of Mode Collapse Nov 2022. (My Mask joke was post-shoggoth; ppl hated RLHF well before that)
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Netflix Recommendation Algorithm Cold Start Problem Analysis
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Starting a new Netflix account from scratch is *fascinating*. They have zero clue what my interests are (despite the seed of 3 upvotes). My favorite TV show was given a 70% chance of liking. My least favorite show, 84%. Makes me appreciate the homepage algorithm so much more.
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Sakana AI Releases Evolutionary Model Merge Automation Technique
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Sakana AI has announced Evolutionary Model Merge, a technique that automates and advances model merging. Models and demos using this method have been released. Give them a try!