Python Machine Learning

Wei-Meng Lee

  • 出版商: Wiley
  • 出版日期: 2019-04-30
  • 定價: $1,350
  • 售價: 9.5$1,283
  • 語言: 英文
  • 頁數: 320
  • 裝訂: Paperback
  • ISBN: 1119545633
  • ISBN-13: 9781119545637
  • 相關分類: Python程式語言Machine Learning
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商品描述

Python makes machine learning easy for beginners and experienced developers

With computing power increasing exponentially and costs decreasing at the same time, there is no better time to learn machine learning using Python. Machine learning tasks that once required enormous processing power are now possible on desktop machines. However, machine learning is not for the faint of heart—it requires a good foundation in statistics, as well as programming knowledge. Python Machine Learning will help coders of all levels master one of the most in-demand programming skillsets in use today. 

Readers will get started by following fundamental topics such as an introduction to Machine Learning and Data Science. For each learning algorithm, readers will use a real-life scenario to show how Python is used to solve the problem at hand.

•          Python data science—manipulating data and data visualization

•          Data cleansing

•          Understanding Machine learning algorithms
•          Supervised learning algorithms

•          Unsupervised learning algorithms

•          Deploying machine learning models 

Python Machine Learning is essential reading for students, developers, or anyone with a keen interest in taking their coding skills to the next level. 

商品描述(中文翻譯)

Python讓機器學習對於初學者和有經驗的開發者來說更容易

隨著計算能力指數級增長且成本同時降低,現在是學習使用Python進行機器學習的最佳時機。曾經需要龐大處理能力的機器學習任務現在可以在桌面機器上實現。然而,機器學習並非易事,它需要扎實的統計基礎和程式設計知識。《Python機器學習》將幫助各級程式設計師掌握當今最為熱門的程式設計技能之一。

讀者將從基礎主題開始,如機器學習和數據科學的介紹。對於每個學習算法,讀者將使用真實場景展示Python如何解決當前問題。

- Python數據科學:數據操作和數據可視化
- 數據清理
- 理解機器學習算法
- 監督學習算法
- 非監督學習算法
- 部署機器學習模型

《Python機器學習》是學生、開發者或任何對提升編程技能有濃厚興趣的人必讀之書。

作者簡介

Wei-Meng Lee is a technologist and founder of Developer Learning Solutions (http://www.learn2develop.net), a technology company specializing in hands-on training on the latest mobile technologies. Wei-Meng has many years of training experiences and his training courses place special emphasis on the learning-by-doing approach. His hands-on approach to learning programming makes understanding the subject much easier than reading books, tutorials, and documentations. His name regularly appears in online and print publications such as DevX.com, MobiForge.com, and CoDe Magazine.

作者簡介(中文翻譯)

Wei-Meng Lee 是一位技術專家,也是 Developer Learning Solutions(http://www.learn2develop.net)的創辦人,該公司專注於最新移動技術的實踐培訓。Wei-Meng 擁有多年的培訓經驗,他的培訓課程特別強調實踐學習的方法。相比閱讀書籍、教程和文檔,他的實踐學習編程方法使得理解主題更加容易。他的名字經常出現在 DevX.com、MobiForge.com 和 CoDe Magazine 等網絡和印刷出版物上。