Tanmay Teaches Julia for Beginners: A Springboard to Machine Learning for All Ages

Bakshi, Tanmay

Tanmay Teaches Julia for Beginners: A Springboard to Machine Learning for All Ages

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A quick guide to start writing your own fun and useful Julia apps--no prior experience required

This engaging guide shows, step by step, how to build custom programs using Julia, the open-source, intuitive scripting language. Written by 15-year-old technology phenom Tanmay Bakshi, the book is presented in an accessible style that makes learning easy and enjoyable. Tanmay Teaches Julia for Beginners: A Springboard to Machine Learning for All Ages clearly explains the basics of Julia programming and takes a look at cutting-edge machine learning applications. You will also discover how to interface your Julia apps with code written in Python.

Inside, you'll learn to:

- Set up and configure your Julia environment
- Get up and running writing your own Julia apps
- Define variables and use them in your programs
- Use conditions, iterations, for-loops, and while-loops
- Create, go through, and modify arrays
- Build an app to manage things you lend and get back from your friends
- Create and utilize dictionaries
- Simplify maintenance of your code using functions
- Apply functions on arrays and use functions recursively and generically
- Understand and program basic machine learning apps

商品描述(中文翻譯)

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一本快速指南，教你如何撰寫有趣且實用的 Julia 應用程式 - 無需任何先備經驗。

這本引人入勝的指南逐步展示了如何使用 Julia 這個開源、直觀的腳本語言來建立自定義程式。作者是15歲的技術奇才 Tanmay Bakshi，書中以易於理解的風格呈現，讓學習變得輕鬆且愉快。《Tanmay Teaches Julia for Beginners: A Springboard to Machine Learning for All Ages》清楚地解釋了 Julia 程式設計的基礎，並探討了尖端的機器學習應用。你還將發現如何將你的 Julia 應用程式與用 Python 編寫的程式碼進行接口。

在這本書中，你將學到：

- 設置和配置你的 Julia 環境
- 開始撰寫你自己的 Julia 應用程式
- 定義變數並在程式中使用它們
- 使用條件、迭代、for 迴圈和 while 迴圈
- 建立、遍歷和修改陣列
- 建立一個應用程式來管理你借出和收回的東西
- 建立和使用字典
- 使用函數簡化程式碼的維護
- 在陣列上應用函數，並遞迴和泛型地使用函數
- 理解並編寫基本的機器學習應用程式

作者簡介

Tanmay Bakshi is a 15 year-old author, AI/ML expert, TED and keynote speaker, and a media personality who has addressed over 200,000 executives, leaders, intellectuals, and developers at international conferences, schools, universities, financial institutions, and multinationals. His passion to develop algorithms and work with machine learning lead him to apply this tech mainly in the fields of education and healthcare.

His goal is to help at least 100,000 aspiring coders in learning how to code through his workshops and seminars. Tanmay's YouTube channel called "Tanmay Teaches" has earned him numerous recognitions like IBM Champion for Cloud and Google Developer Expert for Machine Learning.

作者簡介(中文翻譯)

Tanmay Bakshi 是一位15歲的作者、人工智慧/機器學習專家、TED演講者和主題演講者，以及媒體人物。他在國際會議、學校、大學、金融機構和跨國企業中，向超過20萬名高管、領導者、知識分子和開發人員發表演講。他對開發演算法和機器學習的熱情，主要應用於教育和醫療領域。

他的目標是通過他的工作坊和研討會，幫助至少10萬名有志於學習編程的人學習如何編程。Tanmay的YouTube頻道名為「Tanmay Teaches」，他因此獲得了許多認可，例如IBM雲端冠軍和Google機器學習專家。

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