Pedro Domingos is a professor of computer science at the University of Washington. He is a winner of the SIGKDD Innovation Award, the highest honor in data science. A fellow of the Association for the Advancement of Artificial Intelligence, he lives near Seattle.
A thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our own
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. In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society. If data-ism is today's philosophy, this book is its bible.
發表於2025-03-29
The Master Algorithm 2025 pdf epub mobi 電子書 下載
雖然內容比較淺顯,但重點是研究瞭機器學習的背景和理論基礎,其實對專業人員來說也是很有啓發的。 Minsky was an ardent supporter of the Cyc project, the most notorious failure in the history of AI. e goal of Cyc was to solve AI by entering into a computer all t...
評分雖然內容比較淺顯,但重點是研究瞭機器學習的背景和理論基礎,其實對專業人員來說也是很有啓發的。 Minsky was an ardent supporter of the Cyc project, the most notorious failure in the history of AI. e goal of Cyc was to solve AI by entering into a computer all t...
評分書名:終極算法 作者:佩德羅.多明戈斯 字數:29.8 閱讀時間:2019-09-25至2020-02-12 趣味6,美感2,智慧8 個人點評:這是一本專業技術書籍,技術難度較大,不建議非專業人士閱讀。此書介紹並分析比較瞭機器學習的5個學派:“符號學派將學習看作逆嚮演繹,並從哲學、心理學、...
評分韆萬彆買這本書。有精力去看英文原版,讀過的翻譯最差的。 這位譯者毫無誠意,從翻譯的字裏行間就可以看齣來其在相關領域完全就是個外行,我嚴重懷疑譯者根本沒有認真讀過這本書,而是拿著翻譯軟件照抄,抄完自己也不潤色下,而且還居然通過瞭審核,編輯是吃白飯的麼?(ps. 這...
評分《終極算法》太喜歡這本書瞭,從第一次翻開就不想停下來休息。連續兩天終於讀完,作者的理性光輝,猶如黑夜裏的一束光。 作者多明戈斯做瞭一個大膽的假設,就是融閤各種機器學習算法的優勢,找到一種可以解決所有應用問題的通用算法,即,終極算法。這本書就是作者研究的解題思...
圖書標籤: 機器學習 人工智能 AI 計算機 科普 machine-learning algorithm Algorithm
感覺還是麵嚮非ML從業者多一些
評分被科普瞭一下。耳測可以砍掉一半的內容。剩下的一半科普我這種小白反正足夠瞭。
評分(3.5/5)★ 今天憋瞭一天把英文版的看完瞭,雖然有點絮叨,比中文翻的好太多,算是個五大流派的科普,來龍去脈前世今生,讀完之後對算法的選擇有瞭點點新思考。(但我總覺得這個教授提的 the master algorithm 是個什麼玄學……
評分感覺還是麵嚮非ML從業者多一些
評分科普嚮
The Master Algorithm 2025 pdf epub mobi 電子書 下載