The Elements of Data Analytic Style (日本語版)
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The Elements of Data Analytic Style (日本語版)

データを分析したい人向けのガイド。

本書について

データ分析は、少なくとも科学と同じくらいアートです。この本は、従来の統計クラスや教科書では見落とされがちなデータ分析の詳細に焦点を当てています。これは一部、著者のブログ投稿、講義の資料、および次のチュートリアルに基づいています:

著者は、Johns Hopkins Specialization in Data Scienceの共同開発者の一人であり、これは世界最大のデータサイエンスプログラムで、176万人以上が登録しています。この本は、データサイエンスやデータ分析の初級コースの参考書として、またデータ分析を読み解き、批評する任務を負っている人々にとっての有用なツールでもあります。

この本はThe Elements of Data Analytic Styleを日本語に翻訳されたものです。元は英語で書かれています。

著者について

Jeffrey Leek
Jeff Leek

Jeff Leekはジョンズ・ホプキンス・ブルームバーグ公衆衛生学校の生物統計学および腫瘍学の助教授です。彼の研究は高次元データ分析、ゲノム学、公衆衛生の交差点に焦点を当てています。彼は人気のあるSimply Statistics Blogの共同編集者であり、ジョンズ・ホプキンス大学のデータ科学専門分野の共同ディレクターでもあります。これは世界最大のデータ科学プログラムで、176万人を超えて登録しています。

TranslateAI
TranslateAI

TranslateAI: GPT-4 Powered AI Translations!

Who Is This For?

The TranslateAI service is for authors who want their books automatically translated, either from English into up to 31 languages, or from one of those 31 languages into English.

Now, if you want to translate your book into multiple languages, we also have an amazing bundle called GlobalAuthor, which includes using TranslateAI to translate your book into 3, 8 or 31 languages, as well as including a number of promotional benefits! Seriously, if you're a Leanpub author with a completed book, GlobalAuthor is probably the best deal on Leanpub!

How do I buy TranslateAI?

To learn more about the Leanpub TranslateAI service, or to buy it for one of your books, go here.

How do I buy GlobalAuthor?

To learn more about the Leanpub GlobalAuthor service, or to buy it for one of your books, go here.

How Long Does It Take?

The TranslateAI service typically takes under 48 hours. The GlobalAuthor service typically takes 5 business days.

Due to the nature of the service (since we use OpenAI's API), we can't guarantee a specific turnaround time, but we will either deliver the finished product or give you a progress update within two days (for TranslateAI) of five business days (for GlobalAuthor).

Can I See An Example of TranslateAI Translations?

To see the output of TranslateAI right now, you can check out these two books: How To Be a Modern Scientist and The Elements of Data Analytic Style by bestselling Leanpub author Jeffrey Leek.

Both of these books have been translated into 31 languages using our innovative TranslateAI service for non-fiction authors! Scroll down on the books' landing pages to see the translations. (Both these books and all their translations have a free minimum price, so feel free to buy it for free in both the English language version and in one or more translations if you want to see what TranslateAI can do.)

(The languages that these books have been translated into are the 31 languages in the GlobalAuthor Max bundle. The GlobalAuthor bundle comes in 3, 8 and 31 language versions.)

We’ve been working hard on our TranslateAI service for a long time now, and it’s an amazing opportunity to get self-published books in the hands of new audiences all around the world. Learn more here.

Why Did Leanpub Build This?

We built TranslateAI for one obvious reason: the more languages your book is available in, the more readers you can reach.

Leanpub exists to serve our authors. We want to help you reach as many readers as possible, and we want to help you make as much money as possible. We also want to help you save time, so you can spend more time writing and less time doing other things.

Now, the best way for readers to read your book is in their preferred language. This is their first language: what they grew up speaking, and what they are most comfortable reading in.

For our authors who write in English: just because many people in the world can read English as a second language to some extent doesn't mean they should have to read your book that way. Furthermore, billions of people cannot read English, even as a second language. If you want to reach these people, you need to translate your book into their language. First and foremost, this is a question of accessibility: if your readers cannot read your book, it does not matter how good it is.

For our authors who write in a language other than English: TranslateAI is even more valuable for you, especially if you're writing a computer programming book or business book. English is the largest market for these books, and you're really missing out by not having an English version of your book!

So, just as Leanpub automates the process of creating a PDF and EPUB ebook from your book manuscript, and automates the process of producing a print-ready PDF, we also wanted to automate the process of translating your book into other languages.

We've worked very hard on TranslateAI, spending months tuning it and testing it, and we're very happy with the results. We hope you will be too!

How Does It Work?

You just click a button, and Leanpub takes care of everything else.

  1. Pick the language you want us to translate your book into, and buy the TranslateAI service.
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  3. The original book authors are set as the authors (with the same royalty percentages).
  4. The translation has your original book cover with a footer added to below the bottom of the image which specifies the language.
  5. Your translation is put into read-only mode.
  6. Leanpub will use the OpenAI API to use GPT-4 to translate your book.
  7. Leanpub will automatically validate the output, including ensuring that code samples are handled appropriately.
  8. Once your translation is complete, Leanpub will automatically preview your book as a PDF and EPUB ebook, and will ensure your translated ebook successfully generates.
  9. Leanpub will take your translated ebook out of read-only mode.
  10. Leanpub will email you to let you know your translated book is ready for you to publish.

100% Money Back Guarantee

If you're not happy with the results, or if your book is not a good fit for the service, we'll fully refund your money.

Yes, our 60 Day 100% Happiness Guarantee applies here, just like it does with all Leanpub purchases!

Now, this is technically risky for us, since you'll have the translated manuscript either way, and the OpenAI API cost is expensive. But we're so confident in our services and in our authors that we're happy to offer our full money back guarantee for all our services.

You can only find out how good the service is by trying it, and because of our 100% money back guarantee there's literally no risk to do so!

So, there's no reason not to try the service, is there?

More Questions?

Great! Email us at hello@leanpub.com, and we will be happy to answer them.

However, the best thing to do might be to just try the service, since there's literally no risk...

目次

  • 1. 序章
  • 2. データ分析の課題
  • 3. データの整理
  • 4. データの確認
  • 5. 探索的分析
  • 6. 統計モデリングと推定
  • 7. 予測と機械学習
  • 8. 因果関係
  • 9. 書かれた分析
  • 10. 図の作成
  • 11. データの紹介
  • 12. 再現性
  • 13. 形式に関するいくつかの注意点
  • 14. データ分析チェックリスト
  • 15. 追加のリソース

Leanpubは無条件かつノーリスクで100%の満足を保証します

Leanpubでお買い上げいただいた書籍は、ご購入後60日以内であれば全額返金いたします。払い戻しはわずか2クリックで完了します。払い戻し処理は手作業で行うため、完了まで数日かかる場合があります。詳しくは利用規約をご覧ください。

80%のロイヤルティ。$20の本で$16を獲得。

私たちは80%のロイヤルティを支払います。これは誤植ではありません:$20の販売で$16を獲得します。$20であなたの本やコースの5000コピーを売った場合、$80,000を獲得します。

(はい、Leanpubでそれ以上をすでに獲得している著者もいます。)

実際には、著者はLeanpubで執筆、出版、販売を行うことで、1200万ドル以上を獲得しました。

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著者や編集者はLeanpubを通して執筆中や完成した素晴らしい本を出版しています。Leanpubを利用して本を執筆、出版、売ることが出来ます! Leanpubは、真剣な著者にとって強力なプラットフォームであり、シンプルでエレガントな執筆と出版のワークフローと、執筆中の電子書籍の販売に焦点を当てたストアを組み合わせています. Leanpubは、著者にとって魔法のタイプライターです。プレーンテキストで書くだけで、電子書籍をボタン一つで出版出来ます。すごく簡単です。

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