1/ LLMs as DBA – uses LLMs to acquire database maintenance experience from text; performs DB maintenance knowledge detection from documents & tools, tree of thought reasoning for root cause analysis, and collaborative diagnosis using multiple LLMs.
RESEARCH
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Top ML Papers Week: Agents, LLMs and Industrial Applications
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Top ML Papers of the Week (August 7 – August 13): – AgentBench
– NeuroImagen
– Trustworthy LLMs
– Evaluating LLMs as Agents
– LLMs for Industrial Control
– LLMs as Database Administrators
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Finetuning Open-Source LLMs: Insights and Recommendations
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A nice answer to whether you should finetune (open-source) LLM or not. And other cool insights in the post.
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Fine-tuning Essential for Top-tier AI Performance on Specific Tasks
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Also I like this post from @karpathy on same topic. "reaching top tier performance will include finetuning, especially in applications with concrete well-defined tasks where it is possible to collect a lot of data and 'practice' on it."
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Overoptimization Risks: When Goal Optimization Goes Wrong
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Optimizing for a goal is great. Overoptimization can get you into a lot of trouble:
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In-depth interviews with AI research leaders reveal future directions
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One of the best ways to understand where we are with AI, and where we might be heading, is to listen to in-depth interviews with leaders at the top AI research labs. Unfortunately, these interviews aren’t very common for a number of reasons (i.e. competition, security, etc.).
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The 11 Best AI Books in 2023
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The 11 Best AI Books in 2023! #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Best-AI-2023 -
Deep Learning Neural Networks: Comprehensive Guide to Modern AI
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Deep Learning Neural Networks. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/DLNNs -
Master Python Programming for Data Science and AI
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Learn Python Programming. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/LearnPy -
Mastering Python for Artificial Intelligence and Data Science
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Mastering Python for Artificial Intelligence! #BigData #Analytics #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Master-Python-
for-A-I
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