機械学習に必要な高校数学やり直しアドベントカレンダー Advent Calendar 2016

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Category：Science & Theory

Creator：

@bohebohechan

今年、機械学習の本を少なくとも一度は手にした人は多いのではないでしょうか。
数ページめくっていると、数式のオンパレードで、「うっ」てなって、静かに本を閉じてから数ヶ月。
すでに本棚の肥やしになっていたりしませんか？

それは私です。これはイカンと思って

機械学習の本を理解するための高校数学のおさらいをしようよ！で、作りました。

誰が書くの？

すでに、おさらいが終わった人、
これを機会におさらいを始めてみようと思った人、
おさらいする必要もなく理解している人、

一緒にこのアドベントカレンダーを作りませんか？

何を書いたらいいの？

得意な分野の説明をわかりやすく説明、三角関数とか行列とか統計とか・・・
自分の勉強法の紹介
オススメの書籍やオススメ記事やオススメ勉強法の紹介
などなど

来年はもっと理解出来た状態で、機械学習と向き合う年にしましょう！

Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
27	28	29	30	@mktoho-n 数学を学ぶのに最も重要なこと Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@seri_k 高校数学やり直してみた時に使った教材や勉強法やあれこれ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@mash0510 機械学習でよく出てくる「e」について Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@kazutarosu 数学ガールの秘密ノートについて Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ysk24ok ベイズの定理で解くモンティ・ホール問題 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yukisako 高校生でもわかるニューラルネットワークの基礎解説 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 7 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yu81 指数・対数は日常生活でも便利だし機械学習関連では空気だし普通の仕事でも役に立つので復習しよう Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@gilbert_yumu 離散型分布は怖くない:;(∩´﹏`∩);: Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yaju 線形回帰で二乗和を2で割る理由について Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@ferin_tech15 微分の初歩から勾配降下法まで Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@clown0082 機械学習のための数学　〜1次方程式と線形変換, マージンの距離〜 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kanariya0922 中学高校数学をやり直して大学行き２年で辞めたこと Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@varusan ２０１６年度東京大学入試問題数学（文系）第１問をだいたいPythonを使って解く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@hidetomasuoka 【WIP】微分を理解するために数列をやりなおす Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@te20 そもそも線形ってどういうこと Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@te20 高校数学を思い出しながら連立方程式を解いて見る Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@hamukazu PRMLで使われている初歩的公式について証明しようと思う Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KittyAngel 文系だけど、数学やり直したい！ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kaneshin 【高等数学】はさみうちの原理〜関数の極限〜 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@bohebohechan ぼへぼへと学ぶベクトルの内積 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yukisako ネイピア数eの定義がなぜあの形か，先生は説明をしてくれなかった Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@43x2 微分をおさらいしつつ偏微分をつまみ食い！ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@hidenori-t どうせ用事ないんだろ?普段と変わらず数学やろうぜ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@yukisako 高校生に，真面目にニューラルネットワークの学習の仕組みを教えてみた話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27	28	29	30	31

@mktoho-n
数学を学ぶのに最も重要なこと
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@seri_k
高校数学やり直してみた時に使った教材や勉強法やあれこれ
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@mash0510
機械学習でよく出てくる「e」について
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@kazutarosu
数学ガールの秘密ノートについて
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@ysk24ok
ベイズの定理で解くモンティ・ホール問題
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@yukisako
高校生でもわかるニューラルネットワークの基礎解説
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Join calendar on 7 day
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Title
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@yu81
指数・対数は日常生活でも便利だし機械学習関連では空気だし普通の仕事でも役に立つので復習しよう
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@gilbert_yumu
離散型分布は怖くない:;(∩´﹏`∩);:
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@yaju
線形回帰で二乗和を2で割る理由について
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@ferin_tech15
微分の初歩から勾配降下法まで
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@clown0082
機械学習のための数学　〜1次方程式と線形変換, マージンの距離〜
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@kanariya0922
中学高校数学をやり直して大学行き２年で辞めたこと
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@varusan
２０１６年度東京大学入試問題数学（文系）第１問をだいたいPythonを使って解く
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@hidetomasuoka
【WIP】微分を理解するために数列をやりなおす
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@te20
そもそも線形ってどういうこと
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@te20
高校数学を思い出しながら連立方程式を解いて見る
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@hamukazu
PRMLで使われている初歩的公式について証明しようと思う
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@KittyAngel
文系だけど、数学やり直したい！
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@kaneshin
【高等数学】はさみうちの原理〜関数の極限〜
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@bohebohechan
ぼへぼへと学ぶベクトルの内積
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@yukisako
ネイピア数eの定義がなぜあの形か，先生は説明をしてくれなかった
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@43x2
微分をおさらいしつつ偏微分をつまみ食い！
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@hidenori-t
どうせ用事ないんだろ?普段と変わらず数学やろうぜ
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@yukisako
高校生に，真面目にニューラルネットワークの学習の仕組みを教えてみた話
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Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
27	28	29	30	@mktoho-n 数学を学ぶのに最も重要なこと Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@seri_k 高校数学やり直してみた時に使った教材や勉強法やあれこれ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@mash0510 機械学習でよく出てくる「e」について Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@kazutarosu 数学ガールの秘密ノートについて Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ysk24ok ベイズの定理で解くモンティ・ホール問題 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yukisako 高校生でもわかるニューラルネットワークの基礎解説 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 7 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yu81 指数・対数は日常生活でも便利だし機械学習関連では空気だし普通の仕事でも役に立つので復習しよう Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@gilbert_yumu 離散型分布は怖くない:;(∩´﹏`∩);: Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yaju 線形回帰で二乗和を2で割る理由について Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@ferin_tech15 微分の初歩から勾配降下法まで Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@clown0082 機械学習のための数学　〜1次方程式と線形変換, マージンの距離〜 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kanariya0922 中学高校数学をやり直して大学行き２年で辞めたこと Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@varusan ２０１６年度東京大学入試問題数学（文系）第１問をだいたいPythonを使って解く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@hidetomasuoka 【WIP】微分を理解するために数列をやりなおす Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@te20 そもそも線形ってどういうこと Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@te20 高校数学を思い出しながら連立方程式を解いて見る Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@hamukazu PRMLで使われている初歩的公式について証明しようと思う Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KittyAngel 文系だけど、数学やり直したい！ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kaneshin 【高等数学】はさみうちの原理〜関数の極限〜 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@bohebohechan ぼへぼへと学ぶベクトルの内積 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yukisako ネイピア数eの定義がなぜあの形か，先生は説明をしてくれなかった Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@43x2 微分をおさらいしつつ偏微分をつまみ食い！ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@hidenori-t どうせ用事ないんだろ?普段と変わらず数学やろうぜ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@yukisako 高校生に，真面目にニューラルネットワークの学習の仕組みを教えてみた話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27	28	29	30	31

@mktoho-n
数学を学ぶのに最も重要なこと
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@seri_k
高校数学やり直してみた時に使った教材や勉強法やあれこれ
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@mash0510
機械学習でよく出てくる「e」について
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@kazutarosu
数学ガールの秘密ノートについて
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@ysk24ok
ベイズの定理で解くモンティ・ホール問題
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@yukisako
高校生でもわかるニューラルネットワークの基礎解説
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@yu81
指数・対数は日常生活でも便利だし機械学習関連では空気だし普通の仕事でも役に立つので復習しよう
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@gilbert_yumu
離散型分布は怖くない:;(∩´﹏`∩);:
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@yaju
線形回帰で二乗和を2で割る理由について
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@ferin_tech15
微分の初歩から勾配降下法まで
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@clown0082
機械学習のための数学　〜1次方程式と線形変換, マージンの距離〜
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@kanariya0922
中学高校数学をやり直して大学行き２年で辞めたこと
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@varusan
２０１６年度東京大学入試問題数学（文系）第１問をだいたいPythonを使って解く
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@hidetomasuoka
【WIP】微分を理解するために数列をやりなおす
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@te20
そもそも線形ってどういうこと
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@te20
高校数学を思い出しながら連立方程式を解いて見る
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@hamukazu
PRMLで使われている初歩的公式について証明しようと思う
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@KittyAngel
文系だけど、数学やり直したい！
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@kaneshin
【高等数学】はさみうちの原理〜関数の極限〜
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@bohebohechan
ぼへぼへと学ぶベクトルの内積
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@yukisako
ネイピア数eの定義がなぜあの形か，先生は説明をしてくれなかった
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@43x2
微分をおさらいしつつ偏微分をつまみ食い！
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@hidenori-t
どうせ用事ないんだろ?普段と変わらず数学やろうぜ
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@yukisako
高校生に，真面目にニューラルネットワークの学習の仕組みを教えてみた話
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