Machine Learning Algorithms and Applications
暫譯: 機器學習演算法與應用

Srinivas, Mettu, Sucharitha, G., Matta, Anjanna

Machine Learning Algorithms and Applications
  • 出版商: Wiley
  • 出版日期: 2021-08-24
  • 售價: $7,010
  • 貴賓價: 9.5 折 $6,660
  • 語言: 英文
  • 頁數: 368
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119768853
  • ISBN-13: 9781119768852
  • 相關分類: Machine Learning、Algorithms-data-structures

    • 海外代購書籍(需單獨結帳)

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商品描述

Machine Learning Algorithms is for current and ambitious machine learning specialists looking to implement solutions to real-world machine learning problems. It talks entirely about the various applications of machine and deep learning techniques, with each chapter dealing with a novel approach of machine learning architecture for a specific application, and then compares the results with previous algorithms.

The book discusses many methods based in different fields, including statistics, pattern recognition, neural networks, artificial intelligence, sentiment analysis, control, and data mining, in order to present a unified treatment of machine learning problems and solutions. All learning algorithms are explained so that the user can easily move from the equations in the book to a computer program.

商品描述(中文翻譯)

《機器學習演算法》是為當前及有志於成為機器學習專家的讀者所設計，旨在實現針對現實世界機器學習問題的解決方案。本書全面探討機器學習和深度學習技術的各種應用，每一章節都針對特定應用介紹一種新穎的機器學習架構，並將結果與先前的演算法進行比較。

本書討論了許多基於不同領域的方法，包括統計學、模式識別、神經網絡、人工智慧、情感分析、控制及數據挖掘，以呈現機器學習問題和解決方案的統一處理。所有學習演算法都進行了解釋，以便使用者能夠輕鬆地從書中的方程式轉換到計算機程式。

作者簡介

Mettu Srinivas PhD from the Indian Institute of Technology Hyderabad, and is currently an assistant professor in the Department of Computer Science and Engineering, NIT Warangal, India.

G. Sucharitha PhD from KL University, Vijayawada and is currently an assistant professor in the Department of Electronics and Communication Engineering at ICFAI Foundation for Higher Education Hyderabad.

Anjanna Matta PhD from the Indian Institute of Technology Hyderabad and is currently and assistant professor in the Department of Mathematics at ICFAI Foundation for Higher Education Hyderabad.

作者簡介(中文翻譯)

Mettu Srinivas 取得印度海得拉巴印度理工學院的博士學位，目前是印度瓦朗加爾國立科技學院計算機科學與工程系的助理教授。

G. Sucharitha 取得KL大學的博士學位，目前是海得拉巴ICFAI高等教育基金會電子與通信工程系的助理教授。

Anjanna Matta 取得印度海得拉巴印度理工學院的博士學位，目前是海得拉巴ICFAI高等教育基金會數學系的助理教授。

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