Machine Learning For Dummies
暫譯: 機器學習入門指南

John Paul Mueller, Luca Massaron

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商品描述

Your no-nonsense guide to making sense of machine learning

Machine learning can be a mind-boggling concept for the masses, but those who are in the trenches of computer programming know just how invaluable it is. Without machine learning, fraud detection, web search results, real-time ads on web pages, credit scoring, automation, and email spam filtering wouldn't be possible, and this is only showcasing just a few of its capabilities. Written by two data science experts, Machine Learning For Dummies offers a much-needed entry point for anyone looking to use machine learning to accomplish practical tasks.

Covering the entry-level topics needed to get you familiar with the basic concepts of machine learning, this guide quickly helps you make sense of the programming languages and tools you need to turn machine learning-based tasks into a reality. Whether you're maddened by the math behind machine learning, apprehensive about AI, perplexed by preprocessing data—or anything in between—this guide makes it easier to understand and implement machine learning seamlessly.

  • Grasp how day-to-day activities are powered by machine learning
  • Learn to 'speak' certain languages, such as Python and R, to teach machines to perform pattern-oriented tasks and data analysis
  • Learn to code in R using R Studio
  • Find out how to code in Python using Anaconda

Dive into this complete beginner's guide so you are armed with all you need to know about machine learning!

商品描述(中文翻譯)

您不容錯過的機器學習指南

機器學習對於大眾來說可能是一個令人困惑的概念,但對於那些在程式設計前線的人來說,它的價值是無法估量的。沒有機器學習,詐騙檢測、網頁搜尋結果、網頁上的即時廣告、信用評分、自動化和電子郵件垃圾過濾都無法實現,而這僅僅展示了它的一小部分能力。由兩位數據科學專家撰寫的Machine Learning For Dummies,為任何希望利用機器學習完成實際任務的人提供了急需的入門點。

本指南涵蓋了讓您熟悉機器學習基本概念所需的入門級主題,迅速幫助您理解將基於機器學習的任務變為現實所需的程式語言和工具。無論您是對機器學習背後的數學感到困惑、對人工智慧感到不安、還是對數據預處理感到困惑——或介於兩者之間的任何情況——本指南都使理解和實施機器學習變得更加容易。


  • 掌握日常活動如何由機器學習驅動

  • 學會「說」某些語言,例如 Python 和 R,以教導機器執行模式導向的任務和數據分析

  • 學習使用 R Studio 進行 R 語言編碼

  • 了解如何使用 Anaconda 進行 Python 編碼

深入這本完整的初學者指南,讓您掌握有關機器學習所需了解的一切!