R Machine Learning Essentials (Paperback)

Gain quick access to the machine learning concepts and practical applications using the R development environment

About This Book

• Build machine learning algorithms using the most powerful tools in R
• Identify business problems and solve them by developing effective solutions
• Hands-on tutorial explaining the concepts through lots of practical examples, tips and tricks

Who This Book Is For

If you want to learn how to develop effective machine learning solutions to your business problems in R, this book is for you. It would be helpful to have a bit of familiarity with basic object-oriented programming concepts, but no prior experience is required.

In Detail

R Machine Learning Essentials provides you with an introduction to machine learning with R. Machine learning finds its applications in speech recognition, search-based operations, and artificial intelligence, among other things. You will start off by getting an introduction to what machine learning is, along with some examples to demonstrate the importance in understanding the basic ideas of machine learning. This book will then introduce you to R and you will see that it is an influential programming language that aids effective machine learning. You will learn the three steps to build an effective machine learning solution, which are exploring the data, building the solution, and validating the results. The book will demonstrate each step, highlighting their purpose and explaining techniques related to them.

By the end of this book, you will be able to use the machine learning techniques effectively, identify business problems, and solve them by applying appropriate solutions.

快速掌握使用R開發環境的機器學習概念和實際應用。

關於本書：
- 使用R中最強大的工具構建機器學習算法
- 通過開發有效解決方案來識別並解決業務問題
- 通過大量實際示例、技巧和訣竅進行實踐教程，解釋概念

本書適合對於在R中開發有效的機器學習解決方案感興趣的讀者。對於基本面向對象編程概念有一定的熟悉會有幫助，但不需要有先前的經驗。

詳細內容：
《R機器學習基礎》為您介紹了使用R進行機器學習的入門知識。機器學習在語音識別、基於搜索的操作和人工智能等領域都有應用。您將首先瞭解機器學習的基本概念，並通過一些示例來演示瞭解機器學習基本思想的重要性。本書還將介紹R，您將看到它是一種有助於有效機器學習的有影響力的編程語言。您將學習構建有效機器學習解決方案的三個步驟，即探索數據、構建解決方案和驗證結果。本書將演示每個步驟，突出其目的並解釋相關技術。

通過閱讀本書，您將能夠有效地使用機器學習技術，識別業務問題並通過應用適當的解決方案來解決它們。