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2024-12-22
The Master Algorithm 2024 pdf epub mobi 電子書 下載
本書的主要內容分為三個部分: 第一部分:以各種角度論證“終極算法”何以成為可能(從這個角度來說,整本書隻是在提齣問題,提齣瞭一些對內行有啓發性的觀點,雖然發現有價值的問題和提齣假設確實是解決問題的前提,但仍屬於闡釋可能性的範圍內); 第二部分:介紹瞭機器學習...
評分 評分上周參加一個會議,資料袋中放瞭一本《終極算法》,似乎是最近的熱門暢銷,齣門時就順手帶上,在飛機上翻看。譯者大概是文科生,看來膽子挺大:“與,或,非”翻譯成“且,或,非”(頁4),切!微分、積分翻譯成“分化”和“整閤”(頁11),“NP完全問題”加瞭編者注(頁42)...
評分書是好書,對於機器學習各學派的特點和邏輯關係講的很清楚,但翻譯和編輯的質量實在是太差瞭。比如涉及到的一點點數學中,上下標沒有錶現齣來,比如2的10次方就寫成210,那意思就完全變瞭,害的我算瞭半天也不對。還有很多專業的機器學習術語翻譯的完全不符閤傳統,讓人看瞭很...
評分圖書標籤: 機器學習 人工智能 AI 計算機 科普 machine-learning algorithm Algorithm
有意思有意思,融閤的那章迷之精彩
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。
評分有意思有意思,融閤的那章迷之精彩
評分感覺還是麵嚮非ML從業者多一些
評分感覺還是麵嚮非ML從業者多一些
The Master Algorithm 2024 pdf epub mobi 電子書 下載