The Elements of Data Analytic Style (简体中文版)
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The Elements of Data Analytic Style (简体中文版)

一个给想要分析数据的人的指南。

关于本书

数据分析至少和艺术一样重要,就如同它是科学一样。这本书关注的是在传统的统计课程和教科书中有时会被忽视的数据分析细节。它部分基于作者的博客文章, 讲座资料和教程,例如:

作者是约翰·霍普金斯数据科学专业的联合开发者,这是全球最大的数据科学课程,已有超过176万人报名。这本书是数据科学或数据分析入门课程的好伙伴。对于负责阅读和评价数据分析的人来说,它也是一个有用的参考工具。

这本书是 The Elements of Data Analytic Style 的翻译,原文是用 英语 写的,现在被翻译成 简体中文。

关于作者们

Jeffrey Leek
Jeff Leek

Jeff Leek 是约翰斯·霍普金斯彭博公共卫生学院的生物统计学副教授,专注于肿瘤学研究。他的研究关注高维度数据分析、基因组学和公共卫生的交叉点。他是受欢迎的 Simply Statistics Blog 的联合编辑,并且是 约翰斯·霍普金斯数据科学专业 的联合主任,这是世界上最大的数据科学课程,已经有超过176万人报名参加。

TranslateAI
TranslateAI

TranslateAI: GPT-4 Powered AI Translations!

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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?

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How Long Does It Take?

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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.

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How Does It Work?

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

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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.
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  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.
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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...

目录

  • 1. 简介
  • 2. 数据分析问题
  • 3. 整理数据
  • 4. 检查数据
  • 5. 探索性分析
  • 6. 统计建模和推断
  • 7. 预测与计算机学习
  • 8. 因果性
  • 9. 书面分析
  • 10. 创建图表
  • 11. 展示数据
  • 12. 可重复性
  • 13. 格式的几个注意事项
  • 14. 数据分析核查清单
  • 15. 额外资源

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支付后的60天内,只需简单点击两下,您便可以退书并且取回先前支付的全部金额。退款是手动处理的,因此可能需要几天时间来完成整个流程。
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80% 的版税。在20美元的书上赚16美元。

我们支付 80% 的版税。这并不是打字错误:你在售价为20美元的销售中赚取16美元。如果我们销售你的书或课程的5000份非退款副本,每份为20美元,你将赚取80,000美元

(是的,有些作者在Leanpub上已经赚取了远超过这个数字的金额。)

事实上,作者在Leanpub上写作、出版和销售已经赚取了超过1200万美元

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如果你购买了Leanpub的书,只要作者更新这本书,你就可以免费获得更新!许多作者使用Leanpub在他们编写书籍的过程中发布他们的作品。所有读者都可以获得免费更新,无论他们何时购买的书或他们支付了多少钱(包括免费)。

大多数Leanpub书籍都提供PDF(适用于计算机)、EPUB(适用于手机和平板电脑)和MOBI(适用于Kindle)格式。书籍包含的格式会显示在此页面的右上角。

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在 Leanpub 上写作和出版

作者与出版社使用 Leanpub 来出版正在写作中和已完成的书籍,就像这本书一样。你也可以使用 Leanpub 来撰写、出版和销售你的作品!Leanpub 是功能强大的平台,非常适合认真的作者。它结合了简单、优雅的写作与出版流程,以及一个可销售正在写作中的电子书的线上商店。Leanpub 是作家的神奇之笔:只需编写纯文本,然后点击按钮即可出版你的电子书。真的就是这么简单。

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