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  "author": "The Palindrome Tivadar Danka",
  "title_listed": "How Neural Networks Actually Learn",
  "keywords": "神经网络,学习,反向传播",
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  "url": "https://thepalindrome.org/p/how-neural-networks-actually-learn",
  "publish_date": "2022-03",
  "corpus_stage": "预训练/SFT",
  "notes": "神经网络如何学习",
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  "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[Home](https://thepalindrome.org/)\n[Chat](https://thepalindrome.org/chat)\n[Machine Learning Library](https://thepalindrome.org/p/the-palindrome-library)\n[Math of ML Book](https://www.amazon.com/Mathematics-Machine-Learning-calculus-probability/dp/1837027870/)\n[Archive](https://thepalindrome.org/archive)\n[About](https://thepalindrome.org/about)\n## Page not found\nLatestTopDiscussions\n[Teaser: Graph Theory for Visual Learners](https://thepalindrome.org/p/this-week-at-the-palindrome-5f0)\n[This Week at The Palindrome](https://thepalindrome.org/p/this-week-at-the-palindrome-5f0)\nSep 25 • [Tivadar Danka](https://substack.com/@tivadardanka)\n28\n1\n3\n![](../images/013.png)\n[You Asked for Graph Theory. I’m Going All In.](https://thepalindrome.org/p/you-asked-for-graph-theory-im-going)\n[I’m creating The Palindrome’s most ambitious video yet. Become a paid subscriber and be part of it.](https://thepalindrome.org/p/you-asked-for-graph-theory-im-going)\nSep 12 • [Tivadar Danka](https://substack.com/@tivadardanka)\n32\n1\n3\n![](../images/031.png)\n### August 2026\n[The Single Most Undervalued Fact of Linear Algebra](https://thepalindrome.org/p/the-single-most-undervalued-fact-a90)\n[Matrices are graphs and graphs are matrices](https://thepalindrome.org/p/the-single-most-undervalued-fact-a90)\nAug 24 • [Tivadar Danka](https://substack.com/@tivadardanka)\n93\n9\n10\n![](../images/body-8d2679103832a3387cac.png)\n[I Started an Epidemic in Liberty City. Can I Stop It With Math?](https://thepalindrome.org/p/i-started-an-epidemic-in-liberty)\n[What Happens If You Release a Virus in GTA?](https://thepalindrome.org/p/i-started-an-epidemic-in-liberty)\nAug 5 • [Tivadar Danka](https://substack.com/@tivadardanka)\n18\n3\n1\n![](../images/body-b1e2effcdf366d45c047.png)\n### July 2026\n[An Exclusive Preview of My Next Video](https://thepalindrome.org/p/an-exclusive-preview-of-my-next-video)\n[Grand Theft Auto meets epidemiology](https://thepalindrome.org/p/an-exclusive-preview-of-my-next-video)\nJul 28 • [Tivadar Danka](https://substack.com/@tivadardanka)\n17\n1\n![](../images/body-f2ca8505fa1bde1328e0.png)\n[1096 Pages of Mathematics and Machine Learning](https://thepalindrome.org/p/1096-pages-of-mathematics-and-machine)\n[I compiled three and a half years of essays, tutorials, and deep dives into a single book](https://thepalindrome.org/p/1096-pages-of-mathematics-and-machine)\nJul 16 • [Tivadar Danka](https://substack.com/@tivadardanka)\n50\n4\n5\n![](../images/body-27eeaf86d3c6aa9e96fe.png)\n[Why I'm Slowing Down](https://thepalindrome.org/p/why-are-you-hearing-less-from-me)\n[(and why that’s a good thing)](https://thepalindrome.org/p/why-are-you-hearing-less-from-me)\nJul 8 • [Tivadar Danka](https://substack.com/@tivadardanka)\n62\n18\n7\n![](../images/body-eb365565cd0d74850a96.png)\n[This Week at The Palindrome](https://thepalindrome.org/p/this-week-at-the-palindrome-8c3)\n[What I'm working on: epidemiological models and post-apocalyptic ecosystems](https://thepalindrome.org/p/this-week-at-the-palindrome-8c3)\nJul 1 • [Tivadar Danka](https://substack.com/@tivadardanka)\n11\n![](../images/body-5d83fb6218207a4004b0.webp)\n### June 2026\n[Mommy Trained a Neural Network](https://scientistmom1.substack.com/cp/203214136)\n[If we all know that calling ourselves Mommy is annoying, why are we doing it?](https://scientistmom1.substack.com/cp/203214136)\nPublished on MomScience • Jun 23\n![](../images/body-152a651aec252d5f7fd1.png)\n[The Math You Missed Behind Gradient Descent](https://thepalindrome.org/p/the-math-you-missed-behind-gradient)\n[Why gradient descent works](https://thepalindrome.org/p/the-math-you-missed-behind-gradient)\nJun 17 • [Tivadar Danka](https://substack.com/@tivadardanka)\n30\n1\n6\n![](../images/body-c9e70f790b0bfdbbecc7.img)\n[Quick reader survey — 2 minutes](https://thepalindrome.org/p/quick-reader-survey-2-minutes)\n[Help me send you better math/ML content](https://thepalindrome.org/p/quick-reader-survey-2-minutes)\nJun 11 • [Tivadar Danka](https://substack.com/@tivadardanka)\n9\n4\n![](../images/body-fe90769a56df49d1951c.png)\n[I Hated Coding on Paper. It Made Me Smarter.](https://thepalindrome.org/p/coding-on-paper-a62)\n[Coding as a process, not a product](https://thepalindrome.org/p/coding-on-paper-a62)\nJun 4 • [Tivadar Danka](https://substack.com/@tivadardanka)\n40\n7\n7\n![](../images/body-fa468a823f60045767d6.img)\n### May 2026\n[How to OOP in Python Like a Pro](https://thepalindrome.org/p/how-to-oop-in-python-like-a-pro)\n[Inheritance and composition](https://thepalindrome.org/p/how-to-oop-in-python-like-a-pro)\nMay 30 • [Stephen Gruppetta](https://substack.com/@stephengruppetta) and [Tivadar Danka](https://substack.com/@tivadardanka)\n16\n2\n![](../images/body-857640f9c7e17c4a2ae2.png)\n[Explore LLM word representations using similarity analysis (part 2)](https://thepalindrome.org/p/explore-llm-word-representations-c57)\n[Investigate semantic information inside the attention matrices of GPT-2](https://thepalindrome.org/p/explore-llm-word-representations-c57)\nMay 20 • [Mike X Cohen, PhD](https://substack.com/@mikexcohen) and [Tivadar Danka](https://substack.com/@tivadardanka)\n30\n1\n5\n![](../images/body-4dc9bad779d529927f14.png)\n[The 10 Most Important Lessons 20 Years of Mathematics Taught Me](https://thepalindrome.org/p/the-10-most-important-lessons-20-abe)\n[#5. There are no shortcuts to mastery.](https://thepalindrome.org/p/the-10-most-important-lessons-20-abe)\nMay 17 • [Tivadar Danka](https://substack.com/@tivadardanka)\n64\n7\n6\n![](../images/body-8408f9e3fe85b3231879.png)\n[Introduction to Object-Oriented Programming in Python](https://thepalindrome.org/p/introduction-to-object-oriented-programming)\n[The true way of doing stuff with data](https://thepalindrome.org/p/introduction-to-object-oriented-programming)\nMay 8 • [Stephen Gruppetta](https://substack.com/@stephengruppetta) and [Tivadar Danka](https://substack.com/@tivadardanka)\n21\n2\n![](../images/body-30edabcf1e016c9cff67.png)\n### April 2026\n[Explore LLM word representations using similarity analysis (part 1)](https://thepalindrome.org/p/explore-llm-word-representations)\n[A hands-on introduction to representational similarity analysis (RSA) with GPT-2 and BERT embeddings](https://thepalindrome.org/p/explore-llm-word-representations)\nApr 22 • [Mike X Cohen, PhD](https://substack.com/@mikexcohen) and [Tivadar Danka](https://substack.com/@tivadardanka)\n62\n8\n8\n![](../images/body-e3db5fc997f68a196627.png)\n[I Built the Knowledge Graph of Machine Learning](https://thepalindrome.org/p/i-built-the-knowledge-graph-of-machine)\n[Exploring the structure of machine learning](https://thepalindrome.org/p/i-built-the-knowledge-graph-of-machine)\nApr 19 • [Tivadar Danka](https://substack.com/@tivadardanka)\n44\n1\n5\n![](../images/body-05a50323609824705012.img)\n[This Week at The Palindrome](https://thepalindrome.org/p/this-week-at-the-palindrome)\n[Finishing up with knowledge graphs and building more interactive tools](https://thepalindrome.org/p/this-week-at-the-palindrome)\nApr 11 • [Tivadar Danka](https://substack.com/@tivadardanka)\n13\n4\n1\n![](../images/body-2071e179f6735dc47531.png)\n[The Power of Mathematical Modeling](https://thepalindrome.org/p/the-power-of-mathematical-modeling)\n[What do online rumors, computer viruses and zombie apocalypses have in common?](https://thepalindrome.org/p/the-power-of-mathematical-modeling)\nApr 7 • [Tivadar Danka](https://substack.com/@tivadardanka) and [Manlio De Domenico, Ph.D.](https://substack.com/@manlius)\n56\n3\n11\n![](../images/body-0dc6f64a7a6fb061636f.webp)\n### March 2026\n[Explore Machine Learning as a Knowledge Graph](https://thepalindrome.org/p/explore-machine-learning-as-a-knowledge)\n[And see how everything connects](https://thepalindrome.org/p/explore-machine-learning-as-a-knowledge)\nMar 30 • [Tivadar Danka](https://substack.com/@tivadardanka)\n35\n2\n5\n![](../images/body-b483c025aa30ebed317b.png)\n[This Week at The Palindrome (2025, Week 13)](https://thepalindrome.org/p/this-week-at-the-palindrome-2025)\n[Knowledge graphs and Minecraft epidemics](https://thepalindrome.org/p/this-week-at-the-palindrome-2025)\nMar 27 • [Tivadar Danka](https://substack.com/@tivadardanka)\n14\n1\n![](../images/body-4072b2f17a0429338b2d.png)\n[Mathematics of Machine Learning workshop](https://thepalindrome.org/p/mathematics-of-machine-learning-workshop)\n[The full recording of the workshop](https://thepalindrome.org/p/mathematics-of-machine-learning-workshop)\nMar 22 • [Tivadar Danka](https://substack.com/@tivadardanka)\n19\n1\n1\n![](../images/body-f196fcd5583c3f357ffb.png)\n3:55:50\n[Machine Learning From Zero, Chapter 01](https://thepalindrome.org/p/what-is-machine-learning)\n[What is Machine Learning?](https://thepalindrome.org/p/what-is-machine-learning)\nMar 14 • [Tivadar Danka](https://substack.com/@tivadardanka)\n32\n4\n2\n![](../images/body-798b92db6bad535a1b74.png)\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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I’m Going All In.](https://thepalindrome.org/p/you-asked-for-graph-theory-im-going)\n[I’m creating The Palindrome’s most ambitious video yet. Become a paid subscriber and be part of it.](https://thepalindrome.org/p/you-asked-for-graph-theory-im-going)\nSep 12 • [Tivadar Danka](https://substack.com/@tivadardanka)\n32\n1\n3\n![](https://substackcdn.com/image/fetch/$s_!9BZf!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb164db4f-5289-4c9c-b55b-454fe264a5c8_1920x1080.png)\n### August 2026\n[The Single Most Undervalued Fact of Linear Algebra](https://thepalindrome.org/p/the-single-most-undervalued-fact-a90)\n[Matrices are graphs and graphs are matrices](https://thepalindrome.org/p/the-single-most-undervalued-fact-a90)\nAug 24 • [Tivadar Danka](https://substack.com/@tivadardanka)\n93\n9\n10\n![](https://substackcdn.com/image/fetch/$s_!7fuN!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9075b691-7cb4-4132-ba41-6c681f9f2721_3840x2160.png)\n[I Started an Epidemic in Liberty City. Can I Stop It With Math?](https://thepalindrome.org/p/i-started-an-epidemic-in-liberty)\n[What Happens If You Release a Virus in GTA?](https://thepalindrome.org/p/i-started-an-epidemic-in-liberty)\nAug 5 • [Tivadar Danka](https://substack.com/@tivadardanka)\n18\n3\n1\n![](https://substackcdn.com/image/fetch/$s_!Ks31!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91cfec08-0443-486c-82c4-aa9ffb027a12_2400x1260.png)\n### July 2026\n[An Exclusive Preview of My Next Video](https://thepalindrome.org/p/an-exclusive-preview-of-my-next-video)\n[Grand Theft Auto meets epidemiology](https://thepalindrome.org/p/an-exclusive-preview-of-my-next-video)\nJul 28 • [Tivadar Danka](https://substack.com/@tivadardanka)\n17\n1\n![](https://substackcdn.com/image/fetch/$s_!9JlX!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F852ec39a-3f8b-4da5-b4a8-ad438e38bde5_1920x1080.png)\n[1096 Pages of Mathematics and Machine Learning](https://thepalindrome.org/p/1096-pages-of-mathematics-and-machine)\n[I compiled three and a half years of essays, tutorials, and deep dives into a single book](https://thepalindrome.org/p/1096-pages-of-mathematics-and-machine)\nJul 16 • [Tivadar Danka](https://substack.com/@tivadardanka)\n50\n4\n5\n![](https://substackcdn.com/image/fetch/$s_!bBu7!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff8bc3234-ad16-46ef-8894-cb56293909b7_1731x909.png)\n[Why I'm Slowing Down](https://thepalindrome.org/p/why-are-you-hearing-less-from-me)\n[(and why that’s a good thing)](https://thepalindrome.org/p/why-are-you-hearing-less-from-me)\nJul 8 • [Tivadar Danka](https://substack.com/@tivadardanka)\n62\n18\n7\n![](https://substackcdn.com/image/fetch/$s_!kT7f!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fabc408b0-0ee9-4586-939e-d3b0edca6d5b_1672x941.png)\n[This Week at The Palindrome](https://thepalindrome.org/p/this-week-at-the-palindrome-8c3)\n[What I'm working on: epidemiological models and post-apocalyptic ecosystems](https://thepalindrome.org/p/this-week-at-the-palindrome-8c3)\nJul 1 • [Tivadar Danka](https://substack.com/@tivadardanka)\n11\n![](https://substackcdn.com/image/fetch/$s_!-vgs!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03492339-ac41-45ca-b894-291690c3af4f_640x640.webp)\n### June 2026\n[Mommy Trained a Neural Network](https://scientistmom1.substack.com/cp/203214136)\n[If we all know that calling ourselves Mommy is annoying, why are we doing it?](https://scientistmom1.substack.com/cp/203214136)\nPublished on MomScience • Jun 23\n![](https://substackcdn.com/image/fetch/$s_!bSe4!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4ebfaf2f-081b-4051-8709-c886520dec1d_1536x1024.png)\n[The Math You Missed Behind Gradient Descent](https://thepalindrome.org/p/the-math-you-missed-behind-gradient)\n[Why gradient descent works](https://thepalindrome.org/p/the-math-you-missed-behind-gradient)\nJun 17 • [Tivadar Danka](https://substack.com/@tivadardanka)\n30\n1\n6\n![](https://substackcdn.com/image/youtube/w_728,c_limit/LsN5Ki9ZI9E)\n[Quick reader survey — 2 minutes](https://thepalindrome.org/p/quick-reader-survey-2-minutes)\n[Help me send you better math/ML content](https://thepalindrome.org/p/quick-reader-survey-2-minutes)\nJun 11 • [Tivadar Danka](https://substack.com/@tivadardanka)\n9\n4\n![](https://substackcdn.com/image/fetch/$s_!smFA!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4c756a4-fec7-4ebd-825f-e3cc70748f02_3840x2160.png)\n[I Hated Coding on Paper. It Made Me Smarter.](https://thepalindrome.org/p/coding-on-paper-a62)\n[Coding as a process, not a product](https://thepalindrome.org/p/coding-on-paper-a62)\nJun 4 • [Tivadar Danka](https://substack.com/@tivadardanka)\n40\n7\n7\n![](https://substackcdn.com/image/youtube/w_728,c_limit/Ru1t1BhZHag)\n### May 2026\n[How to OOP in Python Like a Pro](https://thepalindrome.org/p/how-to-oop-in-python-like-a-pro)\n[Inheritance and composition](https://thepalindrome.org/p/how-to-oop-in-python-like-a-pro)\nMay 30 • [Stephen Gruppetta](https://substack.com/@stephengruppetta) and [Tivadar Danka](https://substack.com/@tivadardanka)\n16\n2\n![](https://substackcdn.com/image/fetch/$s_!Biqw!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2c5ca9e-989d-47d2-8cce-001481f77916_1635x962.png)\n[Explore LLM word representations using similarity analysis (part 2)](https://thepalindrome.org/p/explore-llm-word-representations-c57)\n[Investigate semantic information inside the attention matrices of GPT-2](https://thepalindrome.org/p/explore-llm-word-representations-c57)\nMay 20 • [Mike X Cohen, PhD](https://substack.com/@mikexcohen) and [Tivadar Danka](https://substack.com/@tivadardanka)\n30\n1\n5\n![](https://substackcdn.com/image/fetch/$s_!Q_7h!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F49c6e1a4-b00f-4a2e-b2d0-87083aa4aecb_1200x630.png)\n[The 10 Most Important Lessons 20 Years of Mathematics Taught Me](https://thepalindrome.org/p/the-10-most-important-lessons-20-abe)\n[#5. There are no shortcuts to mastery.](https://thepalindrome.org/p/the-10-most-important-lessons-20-abe)\nMay 17 • [Tivadar Danka](https://substack.com/@tivadardanka)\n64\n7\n6\n![](https://substackcdn.com/image/fetch/$s_!B1Fv!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F60c07f96-d990-473a-89e2-b64116427fb1_3840x2160.png)\n[Introduction to Object-Oriented Programming in Python](https://thepalindrome.org/p/introduction-to-object-oriented-programming)\n[The true way of doing stuff with data](https://thepalindrome.org/p/introduction-to-object-oriented-programming)\nMay 8 • [Stephen Gruppetta](https://substack.com/@stephengruppetta) and [Tivadar Danka](https://substack.com/@tivadardanka)\n21\n2\n![](https://substackcdn.com/image/fetch/$s_!rWsz!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4dfc98cb-b18b-4311-b358-ed04e8491619_1672x941.png)\n### April 2026\n[Explore LLM word representations using similarity analysis (part 1)](https://thepalindrome.org/p/explore-llm-word-representations)\n[A hands-on introduction to representational similarity analysis (RSA) with GPT-2 and BERT embeddings](https://thepalindrome.org/p/explore-llm-word-representations)\nApr 22 • [Mike X Cohen, PhD](https://substack.com/@mikexcohen) and [Tivadar Danka](https://substack.com/@tivadardanka)\n62\n8\n8\n![](https://substackcdn.com/image/fetch/$s_!DSkB!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc50dc465-a555-4819-b83e-d9d4f29dba7c_1200x630.png)\n[I Built the Knowledge Graph of Machine Learning](https://thepalindrome.org/p/i-built-the-knowledge-graph-of-machine)\n[Exploring the structure of machine learning](https://thepalindrome.org/p/i-built-the-knowledge-graph-of-machine)\nApr 19 • [Tivadar Danka](https://substack.com/@tivadardanka)\n44\n1\n5\n![](https://substackcdn.com/image/youtube/w_728,c_limit/WR-VyH0pIgs)\n[This Week at The Palindrome](https://thepalindrome.org/p/this-week-at-the-palindrome)\n[Finishing up with knowledge graphs and building more interactive tools](https://thepalindrome.org/p/this-week-at-the-palindrome)\nApr 11 • [Tivadar Danka](https://substack.com/@tivadardanka)\n13\n4\n1\n![](https://substackcdn.com/image/fetch/$s_!xKLg!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F462454e3-5f77-4889-b287-ebc2750db03b_1345x770.png)\n[The Power of Mathematical Modeling](https://thepalindrome.org/p/the-power-of-mathematical-modeling)\n[What do online rumors, computer viruses and zombie apocalypses have in common?](https://thepalindrome.org/p/the-power-of-mathematical-modeling)\nApr 7 • [Tivadar Danka](https://substack.com/@tivadardanka) and [Manlio De Domenico, Ph.D.](https://substack.com/@manlius)\n56\n3\n11\n![](https://substackcdn.com/image/fetch/$s_!QFjt!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5475cbc3-22c6-4279-a65a-f2a61e3d6f71_759x506.webp)\n### March 2026\n[Explore Machine Learning as a Knowledge Graph](https://thepalindrome.org/p/explore-machine-learning-as-a-knowledge)\n[And see how everything connects](https://thepalindrome.org/p/explore-machine-learning-as-a-knowledge)\nMar 30 • [Tivadar Danka](https://substack.com/@tivadardanka)\n35\n2\n5\n![](https://substackcdn.com/image/fetch/$s_!kyQK!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F13131e5c-5c36-4833-9ffe-4b89bf9e8f03_898x850.png)\n[This Week at The Palindrome (2025, Week 13)](https://thepalindrome.org/p/this-week-at-the-palindrome-2025)\n[Knowledge graphs and Minecraft epidemics](https://thepalindrome.org/p/this-week-at-the-palindrome-2025)\nMar 27 • [Tivadar Danka](https://substack.com/@tivadardanka)\n14\n1\n![](https://substackcdn.com/image/fetch/$s_!YMWO!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F951085b5-b67c-44c0-970e-2943d5579254_926x875.png)\n[Mathematics of Machine Learning workshop](https://thepalindrome.org/p/mathematics-of-machine-learning-workshop)\n[The full recording of the workshop](https://thepalindrome.org/p/mathematics-of-machine-learning-workshop)\nMar 22 • [Tivadar Danka](https://substack.com/@tivadardanka)\n19\n1\n1\n![](https://substackcdn.com/image/fetch/$s_!wM8J!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa06820a5-38c7-4999-825d-0dba24ca1159_1920x1008.png)\n3:55:50\n[Machine Learning From Zero, Chapter 01](https://thepalindrome.org/p/what-is-machine-learning)\n[What is Machine Learning?](https://thepalindrome.org/p/what-is-machine-learning)\nMar 14 • [Tivadar Danka](https://substack.com/@tivadardanka)\n32\n4\n2\n![](https://substackcdn.com/image/fetch/$s_!886B!,w_320,h_213,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_center/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2554ada4-39ba-41ae-80ca-41a491e2e5e8_1200x630.png)\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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