“Modeling Mindsets: The Many Cultures Of Learning From Data" by @ChristophMolnar at http://
amzn.to/3P3oNDs
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#DataScience #Statistics #DataAnalytics #MachineLearning #AI #DataScientists #BigData #Analytics
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Modeling Mindsets: Learning From Data by Christoph Molnar
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LLM-based SQL Agent for SAP HANA Database Queries
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Discover the power of LLM based SQL Agent for SAP HANA queries Lots of enterprise data is contained in SAP HANA databases. This great guide by Purankhoeval goes over how to connect a LangChain SQL Agent to these types of databases Blog: https://
medium.com/@purankhoeval/
discover-the-power-of-llm-based-sql-agent-for-sap-hana-queries-4c97343f69e2
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LLMs for Tabular Data: Techniques, Models and Research Directions
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9/ LLMs on Tabular Data – an overview of LLMs for tabular data tasks including key techniques, metrics, datasets, models, and optimization approaches; it covers limitations and unexplored ideas with insights for future research directions.
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Comprehensive Overview and Analysis of LLM Datasets
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4/ Dataset for LLMs – a comprehensive overview (180+ pages) and analysis of LLM datasets.
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Free Online Courses for Data Science and Machine Learning Skills
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Free Courses to Learn #DataScience, #DataEngineering, #MachineLearning, #MLOps, and #LLMOps: https://
kdnuggets.com/collection-of-
free-courses-to-learn-data-science-data-engineering-machine-learning-mlops-and-llmops
… via @kdnuggets ————
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AI Water Usage Transparency Gap Raises Responsibility Questions
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I’m not trying to condemn DC owners re their lack of reporting, but want to make a point related to your excellent reporting: Nobody can say ANY AI is “responsible” or “for good” where so much water is being used for AI/LLMs while so little data is available on actual use.
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AI Training Data Lawsuits Won’t Significantly Slow Development
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Lawsuits over AI training data won't halt AI development, or even slow it much. This is for many reasons: open source models already released, a lack of consistent laws (training data isn't protected in Japan) and the fact that many companies (Adobe) are now using licensed data.
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Data Transparency on Planet Resources Should Not Be Hidden
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I believe the AP reported on another state in the US where something similar happened and again, I don’t understand. If the logic is the resources or our planet that need protection along with accurate data around their availability, hiding that info for any reason is criminal.
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LangChain Matryoshka Retriever Documentation and Supabase Integration
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Read the JS docs: https://
js.langchain.com/docs/modules/d
ata_connection/retrievers/matryoshka_retriever
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Query Analysis Techniques for RAG Systems with LLMs
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Query Analysis In OpenAI's retrieval talk on DevDay, they mention a bunch of strategies they experimented with 3 of these can be classified as **query analysis** a RAG technique that is becoming popular to do with LLMs We've added a docs deep-dive on this We cover six