Michael Vergauwen

Learn to safeguard your R projects' reproducibility and portability with the "renv" package. Read here : https://lnkd.in/eZPTyP2 #DataScience #R #DataAnalysis #Reproducibility #Portability #Renv

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Achieve Model Explainability with Rulelists and Rulesets Don’t miss our upcoming free webinar, Machine Learning Models To Interpretable Rules, with Srikanth K S, Director, Data Science at Games24x7, and author/maintainer of numerous open-source tools including tidypandas, tidypyspark, tidier, solitude, tidyrules, disto, bigdist, pkggraph, slimrec, safer, and ggisotonic. Join to get hands-on with use cases utilizing imodels and tidyrules to see how you can penetrate the black box of certain machine learning models with rulelists and rulesets. Register for free:  https://hubs.li/Q02FB9GC0 

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Achieve Model Explainability with Rulelists and Rulesets Don’t miss our upcoming free webinar, Machine Learning Models To Interpretable Rules, with Srikanth K S, Director, Data Science at Games24x7, and author/maintainer of numerous open-source tools including tidypandas, tidypyspark, tidier, solitude, tidyrules, disto, bigdist, pkggraph, slimrec, safer, and ggisotonic. Join to get hands-on with use cases utilizing imodels and tidyrules to see how you can penetrate the black box of certain machine learning models with rulelists and rulesets. Register for free:  https://hubs.li/Q02FB9GC0 

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Achieve Model Explainability with Rulelists and Rulesets Don’t miss our upcoming free webinar, Machine Learning Models To Interpretable Rules, with Srikanth K S, Director, Data Science at Games24x7, and author/maintainer of numerous open-source tools including tidypandas, tidypyspark, tidier, solitude, tidyrules, disto, bigdist, pkggraph, slimrec, safer, and ggisotonic. Join to get hands-on with use cases utilizing imodels and tidyrules to see how you can penetrate the black box of certain machine learning models with rulelists and rulesets. Register for free:  https://hubs.li/Q02FB9GC0

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Building Smarter Agents with LlamaIndex and Qdrant's Hybrid Search 🦙🔍 Kameshwara Pavan Kumar explores an advanced RAG architecture combining LlamaIndex agents with Qdrant's hybrid search capabilities! The setup leverages both dense and sparse vector embeddings for precise data retrieval. Key components: 1️⃣ Orchestrator: Coordinates workflow via RabbitMQ 2️⃣ Info_tool_agent: Retrieves data using Qdrant's hybrid search 3️⃣ Summary_tool: Compiles coherent responses 4️⃣ Hybrid search: Combines dense and sparse embeddings The implementation uses Snowflake/snowflake-arctic-embed-s for dense embeddings and prithivida/Splade_PP_en_v1 for sparse, with Mistral AI through Ollama for LLM tasks. Pavan gives us a detailed look at the architecture and implementation, showcasing how to build complex, efficient workflows for AI-driven data solutions. Check out the full article published in GoPenAI: https://lnkd.in/dhZa4caT

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This robust article details time series forecasting, time series signature, data augmentation, and plenty more with code and visuals! #datascience #ai #artificialintelligence https://hubs.li/Q02Dd30w0

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📄 Combine ideas from different papers into one #RAG Agent. Learn about: ▶️ Routing - adaptive RAG ▶️ Fallback - corrective RAG ▶️ Self-correction - fix answers related to hallucinations 🔗 Watch here: https://bit.ly/3VRt4LU

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A simple trick to locate a page in Power BI❗️ 🟢Like🟡Share🔴Subscribe #PowerBI #DataLike #Data #Tip #Trick #Hack #Guide #Tutorial #PageNavigation #LocatePage #ReportNavigation

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Converting String Variables into Numeric Ones You can convert string variables in variable view but a much better option is using a single line of syntax such as ALTER TYPE V01 TO V10 (F8.2). This very simple command converts all variables in one go. Now, whatever method you choose, things get tricky if -values have a period or comma as decimal separator, -empty cells or even -illegal characters in some values. Sadly, none of the other videos deal with these common issues. So in this SPSS beginners video, I'll show how to do this the right way: https://lnkd.in/gxet4wf8 Hope it helps!

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Make your data sing! Get some tips for creating clear and impactful data visualizations in this tutorial. https://ow.ly/WF0K50SmCha #DataVizTips #DataDrivenDesign #ChartDesign #infoviz #datavis #datascience #powerbi #tableau #sisense #nft #growth

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For everything from styling text and customizing color palettes to creating your own geoms, these ggplot2 add-ons deserve a place in your R data visualization toolkit. Plus, a bonus list of packages to explore on your own. https://buff.ly/4cXlUwb #rstats #ggplot2 #dataviz

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RELATIONSHIP BETWEEN POPULATION, SAMPLE, STATISTIC AND PARAMETER Definition in simple terms Population - The totality of objects with similar characteristics Sample - A fractional part of the population under study Statistic -The numerical estimate derived from a sample Parameter - The Numerical estimate derived from the population We can get this done for you #dissertation #dissertationwriting #thesis #thesiswriting #dataanalysis #academicwriting #thesiswritingservices #Researchpaperwriting #Termpapers #PlagiarismRemoval #plagiarismchecker #researchpaperhelp #proofreading #editing #research

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Here's an individual A:C Player Report featured in our "Power BI for Sport Scientists - Level 2" course. Learn how to create this in Power BI here: https://buff.ly/3WJowaU

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This robust article details time series forecasting, time series signature, data augmentation, and plenty more with code and visuals! #datascience #AI #artificialintelligence https://hubs.li/Q02HBLm70

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