# 深度学习的数学基础

**URL:** https://eijil.com/t/topic/481
**Category:** 其它
**Created:** [February 16, 2024, 7:04am UTC](https://eijil.com/t/topic/481 "2024-02-16T07:04:03Z")
**Posts on this page:** 6
**Page:** 1

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### Author: ![Tristan](https://eijil.com/user_avatar/eijil.com/tristan/32/986_2.png) [@Tristan](https://eijil.com/u/Tristan)
#### Post date: [February 16, 2024, 7:04am UTC](https://eijil.com/t/topic/481/1 "2024-02-16T07:04:03Z")

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[deep\_learning\_math\_background.pdf](https://eijil.com/uploads/short-url/rUgngdIDZkMIk60Cvshe4PILHXq.pdf) (1.6 MB)

#DeepLearning

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### Author: ![Tristan](https://eijil.com/user_avatar/eijil.com/tristan/32/986_2.png) [@Tristan](https://eijil.com/u/Tristan)
#### Post date: [February 18, 2024, 12:52pm UTC](https://eijil.com/t/topic/481/2 "2024-02-18T12:52:12Z")

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Mathematics for machine learning

> **[Mathematics for Machine Learning](https://mml-book.github.io/)**
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> Companion webpage to the book “Mathematics for Machine Learning”. Copyright 2020 by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong. Published by Cambridge University Press.

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### Author: ![Tristan](https://eijil.com/user_avatar/eijil.com/tristan/32/986_2.png) [@Tristan](https://eijil.com/u/Tristan)
#### Post date: [February 18, 2024, 12:54pm UTC](https://eijil.com/t/topic/481/3 "2024-02-18T12:54:14Z")

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https://www.youtube.com/embed/videoseries?list=PL05umP7R6ij0bo4UtMdzEJ6TiLOqj4ZCm&wmode=transparent&rel=0&autohide=1&showinfo=1&enablejsapi=1

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### Author: ![Tristan](https://eijil.com/user_avatar/eijil.com/tristan/32/986_2.png) [@Tristan](https://eijil.com/u/Tristan)
#### Post date: [February 18, 2024, 4:42pm UTC](https://eijil.com/t/topic/481/4 "2024-02-18T16:42:18Z")

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[![](https://eijil.com/uploads/default/original/2X/f/fef72e618705c815a454ea9235ada3b01ecce39f.jpeg "The Complete Mathematics of Neural Networks and Deep Learning") ](https://www.youtube.com/watch?v=Ixl3nykKG9M)

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### Author: ![Tristan](https://eijil.com/user_avatar/eijil.com/tristan/32/986_2.png) [@Tristan](https://eijil.com/u/Tristan)
#### Post date: [February 18, 2024, 4:55pm UTC](https://eijil.com/t/topic/481/5 "2024-02-18T16:55:59Z")

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[深度学习的数学 (涌泉良幸, 涌泉井美) (Z-Library).pdf](https://eijil.com/uploads/short-url/oWg4CEBHywWY5Z9GkdeJao6VcE.pdf) (9.3 MB)

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### Author: ![Tristan](https://eijil.com/user_avatar/eijil.com/tristan/32/986_2.png) [@Tristan](https://eijil.com/u/Tristan)
#### Post date: [February 19, 2024, 2:00am UTC](https://eijil.com/t/topic/481/6 "2024-02-19T02:00:52Z")

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线性代数的本质：

> **[00 - 序言\_哔哩哔哩\_bilibili](https://www.bilibili.com/video/BV1ys411472E/?p=1)**
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> 00 - 序言是【官方双语/合集】线性代数的本质 - 系列合集的第1集视频，该合集共计16集，视频收藏或关注UP主，及时了解更多相关视频内容。