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  "notes": "辨析ML与统计学的核心差异，建立正确的机器学习思维框架",
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  "title": "Machine Learning Is Not Just Statistics - by Tivadar Danka",
  "body_markdown": "[![The Palindrome](https://substackcdn.com/image/fetch/$s_!5Jm3!,w_40,h_40,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff8b68cf8-d3f4-42f6-b8dd-cccde036005f_720x720.png)](https://thepalindrome.org/)\n# [The Palindrome](https://thepalindrome.org/)\nSubscribeSign in\n# Machine Learning Is Not Just Statistics\n### The differences, the similarities, and the nuances\n[![Tivadar Danka's avatar](https://substackcdn.com/image/fetch/$s_!09ow!,w_36,h_36,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F3b26cd48-153a-4207-b1e3-e14e1ec8d5e8_400x400.jpeg)](https://substack.com/@tivadardanka)\n[Tivadar Danka](https://substack.com/@tivadardanka)\nSep 23, 2025\n∙ Paid\n347\n12\n44\nShare\n_Hey! It’s Tivadar from The Palindrome._\n_Today’s issue is sponsored by[Together AI](https://www.together.ai/), a GPU cloud and model platform provider. They are hosting a discussion between Dylan Patel (SemiAnalysis) and Ian Buck (NVIDIA) for an insider look at NVIDIA Blackwell, the latest microarchitecture behind the GPUs that power our neural networks._\n_The deep dive will cover architecture, optimizations, implementation, and more, along with an opportunity to get your questions answered._\n_[Join us on Wednesday, October 1 at 9 AM PDT!](https://luma.com/2y9qblpp?utm_source=palindrome&utm_medium=paid_newsletter&utm_campaign=blackwell_deep_dive_webinar)_\n[![](https://substackcdn.com/image/fetch/$s_!uM6m!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7d366594-91d4-4f3b-b004-c36a807967f8_1200x675.png)](https://substackcdn.com/image/fetch/$s_!uM6m!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7d366594-91d4-4f3b-b004-c36a807967f8_1200x675.png)\n[Register for the event here](https://luma.com/2y9qblpp?utm_campaign=blackwell_deep_dive_webinar&utm_medium=paid_newsletter&utm_source=palindrome)\n![User's avatar](https://substackcdn.com/image/fetch/$s_!09ow!,w_64,h_64,c_fill,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F3b26cd48-153a-4207-b1e3-e14e1ec8d5e8_400x400.jpeg)\n## Continue reading this post for free, courtesy of Tivadar Danka.\nClaim my free post\n[Or purchase a paid subscription.](https://thepalindrome.org/subscribe?simple=true&next=https%3A%2F%2Fthepalindrome.org%2Fp%2Fmachine-learning-is-not-just-statistics-4d9&utm_source=paywall&utm_medium=web&utm_content=174317664&just_signed_up=falsesimple=true&utm_source=paywall&utm_medium=email&utm_content=174317664&next=https://thepalindrome.org/p/machine-learning-is-not-just-statistics-4d9)\nPreviousNext\n© 2026 Tivadar Danka · [Privacy](https://substack.com/privacy) ∙ [Terms](https://substack.com/tos) ∙ [Collection notice](https://substack.com/ccpa#personal-data-collected)\n[ Start your Substack](https://substack.com/signup?utm_source=substack&utm_medium=web&utm_content=footer)[Get the app](https://substack.com/app/app-store-redirect?utm_campaign=app-marketing&utm_content=web-footer-button)\n[Substack](https://substack.com) is the home for great culture\n",
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