Sebastian

The recent rapid progress in wireless telecommunication, including the Internet of Things, 5th generation wireless systems, satellite broadcasting, and intelligent transport systems has increased the

暢銷書《Python機器學習》作者Sebastian Raschka又一原創力作！ 『在本書中，Sebastian帶領讀者深入了解他們在成為專家路上可能遇到的各種中階和高階應用機器學習主題。Sebastian無疑是這個領域最優秀的機器學習教育工作者之一。在每一頁中，Sebastian不僅分享他的豐富知識，也傳達象徵著真正專業的熱情與好奇心。……讓本書成為你晉級下一個階段的橋樑，協助你在機器學習中獲得更豐富的冒險和體驗。』 ——Chris Albon，維基媒體基金會 機器學習總監 專文推薦 ★本書特色★ 市面上大多數的機器學習、深度學習與AI書籍，都位於兩個極端：不是介紹基礎知識的入門指南，就是艱澀難懂的論文大全。在學習完基礎知識、閱讀完初階書籍之後，還想了解更多新觀念和進階技術嗎？作者說明並討論了這些領域的重要發展，同時保持平易近人，讀者不需要擁有進階數學或程式設計背景也能閱讀。全書分為5大篇，共30章，涵蓋30個不同主題。讀者可以依序閱讀，也可以跳著閱讀(但作者建議依序閱讀，由淺入深)，更適合隨時拿出來配著咖啡或在通勤時翻閱。 本書非常適合那些已經完成機器學習或深度學習的基礎課程，或是讀完同等程度初階書籍的人。本書採用獨特的問答風格(Q&A style)，每個簡短的章節都圍繞著一個核心問題展開，這些問題不僅與機器學習、深度學習和AI的基礎觀念相關，更是作者在教學過程中，學生們經常提出的疑問。每個問題後面都附有解釋，並配有許多插圖和圖表，以及測試理解能力的練習題。許多章節還提供了進一步閱讀的參考資料。這些簡短、容易消化的資訊提供了一個激勵人心的起點，幫助讀者踏出成為機器學習專家的第一步，開啟一段新的學習旅程。 ★內容亮點★ ・獨立章節：簡潔又精準地回答AI中的關鍵問題，化繁為簡。 ・主題廣泛：涵蓋神經網路架構、模型評估、電腦視覺、自然語言處理等。 ・實際應用：學會提升模型效能、微調大型模型等重要技術。 ★學習重點★ ・管理神經網路訓練中的各種隨機性來源 ・區分大型語言模型的編碼器架構和解碼器架構 ・利用數據和修改模型來減少過度適合 ・為分類器建立信賴區間，利用有限標籤數據改善模型效能 ・在不同的多GPU訓練範式和各種生成式AI模型之間做出選擇 ・理解自然語言處理的效能指標 ・理解視覺變換器中的歸納偏誤 【下載補充材料範例程式碼】 https://github

Mr. Squirrel is back in another hilarious tale. Mr. Squirrel can’t believes his eyes—an unknown, mysterious creature is under his tree. It must be the legendary king of the forest. Will the king

AN INSTANT NEW YORK TIMES BESTSELLER!"Made for fans of Victoria Aveyard and Sabaa Tahir" (Bustle), Ash Princess is an epic new fantasy about a throne cruelly stolen and a girl who must fight to take it back for her people.Theodosia was six when her country was invaded and her mother, the Fire Queen, was murdered before her eyes. On that day, the Kaiser took Theodosia's family, her land, and her name. Theo was crowned Ash Princess--a title of shame to bear in her new life as a prisoner.For ten years Theo has been a captive in her own palace. She's endured the relentless abuse and ridicule of the Kaiser and his court. She is powerless, surviving in her new world only by burying the girl she was deep inside.Then, one night, the Kaiser forces her to do the unthinkable. With blood on her hands and all hope of reclaiming her throne lost, she realizes that surviving is no longer enough. But she does have a weapon: her mind is sharper than any sword. And power isn't always won on the battlefie

China stands as a major “Red Swan” challenge to the social sciences. The resilience of the Communist party-state, in combination with a rapidly expanding and internationally competitive economy, chall

Programming knowledge is often necessary for finding a solution to a biological problem. Based on the author’s extensive experience, Python for Bioinformatics helps scientists solve their biological p

When Mr. Squirrel awakens to find that the moon has landed on his tree, he frantically tries to get rid of it before someone suspects him of stealing it and puts him in jail. But when he rolls the moo

A novelty board book shaped like masks for children to wear.

A real-life thriller that leaves us with the taste of salt on our tongues and a terror of the deep.