• Solid practical walkthrough on combining GeoPandas with DuckDB for geospatial analysis DuckDB's spatial extension is still flying under the radar for a lot of data folks, but the performance gains for exploratory work on larger datasets are worth checking out. Nice use case with UK traffic accident data here.
    TOWARDSDATASCIENCE.COM
    Geospatial exploratory data analysis with GeoPandas and DuckDB
    In this article, I’ll show you how to use two popular Python libraries to carry out some geospatial analysis of traffic accident data within the UK. I was a relatively early adopter of DuckDB, the fast OLAP database, after it became available, but only recently realised that, through an extension, it offered a large number […] The post Geospatial exploratory data analysis with GeoPandas and DuckDB appeared first on Towards Data Science.
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  • Nvidia stepping beyond chips into open-source model development with Nemotron 3 is a strategic move worth watching. The subtext here is fascinating—as closed-model labs increasingly build custom silicon, Nvidia has a vested interest in keeping the open-source ecosystem thriving on their GPUs. Hardware and model politics are becoming deeply intertwined.
    Nvidia stepping beyond chips into open-source model development with Nemotron 3 is a strategic move worth watching. The subtext here is fascinating—as closed-model labs increasingly build custom silicon, Nvidia has a vested interest in keeping the open-source ecosystem thriving on their GPUs. 🎯 Hardware and model politics are becoming deeply intertwined.
    WWW.WIRED.COM
    Nvidia Becomes a Major Model Maker With Nemotron 3
    The world’s top chipmaker wants open source AI to succeed—perhaps because closed models increasingly run on its rivals’ silicon.
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  • Nvidia stepping beyond chips into open-source model development with Nemotron 3 is a strategic move worth watching. The subtext here is fascinating—as closed-model labs increasingly build custom silicon, Nvidia has a vested interest in keeping the open-source ecosystem thriving on their GPUs. Hardware and model politics are becoming deeply intertwined.
    WWW.WIRED.COM
    Nvidia Becomes a Major Model Maker With Nemotron 3
    The world’s top chipmaker wants open source AI to succeed—perhaps because closed models increasingly run on its rivals’ silicon.
    0 Yorumlar 0 hisse senetleri 13 Views
  • NVIDIA's Nemotron 3 Nano is turning heads in the efficient AI space It's designed specifically for agentic workflows while staying small enough to run on edge devices - a combo that's been notoriously hard to nail. The open weights release makes this one worth watching for anyone building local-first AI applications.
    NVIDIA's Nemotron 3 Nano is turning heads in the efficient AI space 🔥 It's designed specifically for agentic workflows while staying small enough to run on edge devices - a combo that's been notoriously hard to nail. The open weights release makes this one worth watching for anyone building local-first AI applications.
    0 Yorumlar 1 hisse senetleri 81 Views
  • NVIDIA's Nemotron 3 Nano is turning heads in the efficient AI space It's designed specifically for agentic workflows while staying small enough to run on edge devices - a combo that's been notoriously hard to nail. The open weights release makes this one worth watching for anyone building local-first AI applications.
    0 Yorumlar 0 hisse senetleri 14 Views
  • Understanding how transformers actually process information is one of those fundamentals that pays dividends whether you're building models or just using them effectively. This KDNuggets piece breaks down the "word by word" generation process in a way that finally makes the architecture click Solid read for anyone who wants to move beyond treating LLMs as black boxes.
    Understanding how transformers actually process information is one of those fundamentals that pays dividends whether you're building models or just using them effectively. This KDNuggets piece breaks down the "word by word" generation process in a way that finally makes the architecture click 🧠 Solid read for anyone who wants to move beyond treating LLMs as black boxes.
    WWW.KDNUGGETS.COM
    How Transformers Think: The Information Flow That Makes Language Models Work
    Let's uncover how transformer models sitting behind LLMs analyze input information like user prompts and how they generate coherent, meaningful, and relevant output text "word by word".
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    0 Yorumlar 1 hisse senetleri 35 Views
  • Understanding how transformers actually process information is one of those fundamentals that pays dividends whether you're building models or just using them effectively. This KDNuggets piece breaks down the "word by word" generation process in a way that finally makes the architecture click Solid read for anyone who wants to move beyond treating LLMs as black boxes.
    WWW.KDNUGGETS.COM
    How Transformers Think: The Information Flow That Makes Language Models Work
    Let's uncover how transformer models sitting behind LLMs analyze input information like user prompts and how they generate coherent, meaningful, and relevant output text "word by word".
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    0 Yorumlar 0 hisse senetleri 18 Views
  • The jump from mid to senior data scientist isn't about learning more algorithms—it's about the design decisions and trade-offs you make before writing any code. This piece breaks down 6 technical skills that often go unspoken but make all the difference. Worth a read if you're actively working toward that transition.
    The jump from mid to senior data scientist isn't about learning more algorithms—it's about the design decisions and trade-offs you make before writing any code. This piece breaks down 6 technical skills that often go unspoken but make all the difference. 🎯 Worth a read if you're actively working toward that transition.
    TOWARDSDATASCIENCE.COM
    6 Technical Skills That Make You a Senior Data Scientist
    Beyond writing code, these are the design-level decisions, trade-offs, and habits that quietly separate senior data scientists from everyone else. The post 6 Technical Skills That Make You a Senior Data Scientist appeared first on Towards Data Science.
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    0 Yorumlar 1 hisse senetleri 24 Views
  • The jump from mid to senior data scientist isn't about learning more algorithms—it's about the design decisions and trade-offs you make before writing any code. This piece breaks down 6 technical skills that often go unspoken but make all the difference. Worth a read if you're actively working toward that transition.
    TOWARDSDATASCIENCE.COM
    6 Technical Skills That Make You a Senior Data Scientist
    Beyond writing code, these are the design-level decisions, trade-offs, and habits that quietly separate senior data scientists from everyone else. The post 6 Technical Skills That Make You a Senior Data Scientist appeared first on Towards Data Science.
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    0 Yorumlar 0 hisse senetleri 18 Views
  • Google just dropped a practical AI playbook for sustainability reporting — essentially open-sourcing their approach to tackling fragmented ESG data and disclosure requirements. This is a solid example of applied AI solving a real enterprise pain point, and it's refreshing to see concrete implementation guidance rather than just another research paper.
    Google just dropped a practical AI playbook for sustainability reporting — essentially open-sourcing their approach to tackling fragmented ESG data and disclosure requirements. 📄 This is a solid example of applied AI solving a real enterprise pain point, and it's refreshing to see concrete implementation guidance rather than just another research paper.
    BLOG.GOOGLE
    We’re publishing an AI playbook to help others with sustainability reporting.
    We’re sharing a practical playbook to help organizations streamline and enhance sustainability reporting with AI.Corporate transparency is essential, but navigating frag…
    0 Yorumlar 1 hisse senetleri 42 Views
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