Machine Learning, Animated
暫譯: 機器學習動畫化

Liu, Mark

  • 出版商: CRC
  • 出版日期: 2025-11-28
  • 售價: $4,070
  • 貴賓價: 9.5$3,867
  • 語言: 英文
  • 頁數: 436
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032462132
  • ISBN-13: 9781032462134
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a black box and very hard to understand. This book eases you into basic ML concepts and summarises the learning process in three words: initialize, adjust and repeat.

商品描述(中文翻譯)

ChatGPT 的發布引發了機器學習(Machine Learning, ML)領域的軍備競賽,然而 ML 也被形容為一個黑箱,難以理解。本書將幫助您逐步了解基本的 ML 概念,並用三個詞總結學習過程:初始化調整重複

作者簡介

Mark H. Liu is Associate Professor of Finance, (Founding) Director of MS Finance Program, University of Kentucky.
Mark is currently the director of Master of Science in Finance program at the University of Kentucky, U.S.A. He is also an associate professor of finance with tenure at the University of Kentucky.
He obtained his Ph.D. in finance from Boston College in 2004 and his M.A. in economics from Western University in Canada in 1998. His research interest is in machine learning and corporate finance. He has published his research in top finance journals such as Journal of Financial Economics, Journal of Financial and Quantitative Analysis, Journal of Corporate Finance, and Review of Corporate Finance Studies.
Dr. Mark Liu has run Python workshops for master students at the University of Kentucky in the last few years. He has incorporated Python in his teaching. In particular, he is now teaching a Python Predictive Analytics course to graduate students.
As the director of the MS Finance program, Mark has seen first-hand the high demand for machine learning skills in all industries. He has interacted with executives and recruiters from hundreds of companies, who in recent years have put an increasing emphasis on the importance of incorporating machine learning and data analytics skills in all business fields.

作者簡介(中文翻譯)

馬克·H·劉(Mark H. Liu)是肯塔基大學(University of Kentucky)金融學副教授及金融碩士學程(MS Finance Program)創始主任。馬克目前擔任美國肯塔基大學金融碩士學程的主任,同時也是該校的終身副教授。他於2004年在波士頓學院(Boston College)獲得金融學博士學位,並於1998年在加拿大西安大略大學(Western University)獲得經濟學碩士學位。他的研究興趣包括機器學習(machine learning)和企業金融(corporate finance)。他的研究成果發表在多本頂尖金融期刊上,如《金融經濟學期刊》(Journal of Financial Economics)、《金融與定量分析期刊》(Journal of Financial and Quantitative Analysis)、《企業金融期刊》(Journal of Corporate Finance)以及《企業金融研究評論》(Review of Corporate Finance Studies)。

劉博士在過去幾年中為肯塔基大學的碩士生舉辦了Python工作坊,並在教學中融入Python。特別是,他目前正在教授一門針對研究生的Python預測分析課程。作為金融碩士學程的主任,馬克親眼目睹了各行各業對機器學習技能的高需求。他與來自數百家公司的高管和招聘人員互動,這些公司在近年來越來越強調在所有商業領域中融入機器學習和數據分析技能的重要性。