Machine Learning For Dummies

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)

「機器學習入門指南:讓機器學習變得易懂的實用指南」

機器學習對大眾來說可能是一個令人困惑的概念,但對於從事電腦編程的人來說,他們知道它的價值是無可估量的。沒有機器學習,詐騙檢測、網頁搜索結果、網頁上的實時廣告、信用評分、自動化和電子郵件垃圾郵件過濾等都是不可能實現的,這只是展示了它的一些能力。《機器學習入門指南》是由兩位數據科學專家撰寫的,為希望利用機器學習實現實際任務的人提供了一個必要的入門點。

本指南涵蓋了入門級主題,幫助您快速瞭解機器學習的基本概念,並幫助您理解所需的編程語言和工具,以將基於機器學習的任務變為現實。無論您對機器學習背後的數學感到困惑,對人工智能感到擔憂,對預處理數據感到困惑,或者其他任何問題,本指南都能幫助您更容易地理解和實施機器學習。

本指南包括以下內容:
- 瞭解日常活動如何由機器學習驅動
- 學習使用特定的編程語言,如Python和R,教機器執行基於模式的任務和數據分析
- 學習使用R Studio編寫R程式碼
- 學習使用Anaconda編寫Python程式碼

立即深入閱讀這本完整的初學者指南,讓您掌握有關機器學習的一切知識!