The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World (Hardcover)
暫譯: 大師演算法:追尋終極學習機器如何重塑我們的世界 (精裝版)
Pedro Domingos
- 出版商: Basic Books
- 出版日期: 2015-09-22
- 售價: $1,250
- 貴賓價: 9.5 折 $1,188
- 語言: 英文
- 頁數: 352
- 裝訂: Hardcover
- ISBN: 0465065708
- ISBN-13: 9780465065707
-
相關分類:
Algorithms-data-structures
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相關主題
商品描述
Algorithms increasingly run our lives. They find books, movies, jobs, and dates for us, manage our investments, and discover new drugs. More and more, these algorithms work by learning from the trails of data we leave in our newly digital world. Like curious children, they observe us, imitate, and experiment. And in the world’s top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask.
Machine learning is the automation of discoverythe scientific method on steroidsthat enables intelligent robots and computers to program themselves. No field of science today is more important yet more shrouded in mystery. Pedro Domingos, one of the field’s leading lights, lifts the veil for the first time to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He charts a course through machine learning’s five major schools of thought, showing how they turn ideas from neuroscience, evolution, psychology, physics, and statistics into algorithms ready to serve you. Step by step, he assembles a blueprint for the future universal learnerthe Master Algorithmand discusses what it means for you, and for the future of business, science, and society.
If data-ism is today’s rising philosophy, this book will be its bible. The quest for universal learning is one of the most significant, fascinating, and revolutionary intellectual developments of all time. A groundbreaking book, The Master Algorithm is the essential guide for anyone and everyone wanting to understand not just how the revolution will happen, but how to be at its forefront.
商品描述(中文翻譯)
演算法越來越多地影響我們的生活。它們為我們尋找書籍、電影、工作和約會,管理我們的投資,並發現新藥物。這些演算法越來越多地通過學習我們在數位世界中留下的數據痕跡來運作。就像好奇的孩子一樣,它們觀察我們、模仿並進行實驗。在世界頂尖的研究實驗室和大學中,發明終極學習演算法的競賽正在進行中:一種能夠從數據中發現任何知識,並在我們甚至還未提出要求之前就能做任何事情的演算法。
機器學習是發現的自動化——科學方法的強化版——使智能機器人和計算機能夠自我編程。當今沒有任何科學領域比這個更重要,但同時也更神秘。該領域的領軍人物之一Pedro Domingos首次揭開面紗,讓我們窺見驅動Google、Amazon和您的智能手機的學習機器。他描繪了機器學習五大主要思想流派的路徑,展示了它們如何將神經科學、進化論、心理學、物理學和統計學的思想轉化為準備為您服務的演算法。一步一步地,他組建了一個未來通用學習者的藍圖——主演算法(Master Algorithm),並討論了這對您以及未來的商業、科學和社會意味著什麼。
如果數據主義是當今興起的哲學,那麼這本書將是它的聖經。對於通用學習的追求是歷史上最重要、最迷人和最具革命性的智力發展之一。這本開創性的書籍《主演算法》是任何想要了解革命將如何發生以及如何站在最前沿的人的必備指南。
