In the DP realm, Dwork and @Aaroth wrote a great monograph a decade ago (
https://
cis.upenn.edu/~aaroth/Papers
/privacybook.pdf
…). I (and others) have uploaded courses on the topic, videos and all (
https://
x.com/thegautamkamat
h/status/1306975126790037512
…). 3/n
DATA
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Differential Privacy: Dwork, Rothblum’s Monograph and Educational Resources
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Telangana’s AI initiatives support startups with data and compute
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Shri Jayesh Ranjan, Special Chief Secretary, ITE&C, Telangana highlighted Telangana Government's AI initiatives since the "Year of AI" in 2020, including policies that supported startups with data access, open data policy and compute resources. He mentioned that programs like T
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Llama 3.1 base — AI categories and topics
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Also see my previous thread demonstrating Llama 3.1 base:
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Data engineers facing increasing workplace stress and concerns
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I am increasingly getting the vibe that the data engineers are not okay right now
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COAR: Surgical Edits to Fix ML Model Errors
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The approach, called COAR, allows us to make surgical "edits" to ML models. By intervening on the right components, we can fix errors, "forget" harmful labels, or boost performance on subpopulations that are underrepresented in data.
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ChatLLM: Create Custom AI Bots from Documents in Minutes
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As part of ChatLLM you can have your own AI engineer!
— Abacus.AI (@abacusai) 28 août 2024
It can create a custom bot based on your documents, create a vector store, a deploy it within minutes!
Easily create an end-to-end RAG system! pic.twitter.com/NRA6Duzk7xAs part of ChatLLM you can have your own AI engineer! It can create a custom bot based on your documents, create a vector store, a deploy it within minutes! Easily create an end-to-end RAG system!
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Alteryx Beginner Workshop: Master Data Analytics in 90 Minutes
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Unlock the power of Alteryx in just 90 minutes with our beginner-friendly virtual workshop. Ideal for those new to the platform, offering a hands-on intro to vital #DataAnalytics fundamentals. 9/18 Register: https://
ow.ly/zek950T5pir (P.S. Install Alteryx beforehand.) -

Text2SQL Limitations: Unifying AI and Databases with TAG
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Text2SQL is Not Enough Unifying AI and Databases with TAG discuss: https://
huggingface.co/papers/2408.14
717
… AI systems that serve natural language questions over databases promise to unlock tremendous value. Such systems would allow users to leverage the powerful reasoning and knowledge -

Perplexity integrates FactSet for financial data
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Perplexity is working on the "Integrations" feature allowing users to connect with different data providers like FactSet "Connect your account to include FactSet financial data in search results"
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AI Optimization for Ecommerce Ads and Conversion Strategies
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This is cool, and would be fun to see with other areas. Not as obvious of an implementation but you could do this for optimizing ads/conversion for ecommerce…