Machine Learning - A Journey to Deep Learning: with Exercises and Answers
暫譯: 機器學習 - 深度學習之旅:附練習與答案
Andreas Wichert, Luis Sa-Couto
- 出版商: World Scientific Pub
- 出版日期: 2021-02-08
- 售價: $6,650
- 貴賓價: 9.5 折 $6,318
- 語言: 英文
- 頁數: 480
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9811234051
- ISBN-13: 9789811234057
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相關分類:
Machine Learning、DeepLearning
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相關主題
商品描述
This unique compendium discusses some core ideas for the development and implementation of machine learning from three different perspectives -- the statistical perspective, the artificial neural network perspective and the deep learning methodology.The useful reference text represents a solid foundation in machine learning and should prepare readers to apply and understand machine learning algorithms as well as to invent new machine learning methods. It tells a story outgoing from a perceptron to deep learning highlighted with concrete examples, including exercises and answers for the students.
商品描述(中文翻譯)
這本獨特的彙編從三個不同的角度探討了機器學習的核心理念——統計學的角度、人工神經網絡的角度以及深度學習的方法論。這本有用的參考書籍為機器學習提供了堅實的基礎,應能幫助讀者應用和理解機器學習算法,並發明新的機器學習方法。它講述了一個從感知器到深度學習的故事,並以具體的例子為重點,包括針對學生的練習題和答案。