{"type":"product","schema_version":"1.0","item_id":"101691198055","canonical_url":"https://tw.bid.yahoo.com/item/101691198055","title":"【初探機器學習】使用Python│Matthew Kirk 著│歐萊禮出版│AI入門│機器學習工具書","subtitle":"現貨供應","condition":"全新品","currency":"TWD","observed_at":"2026-08-21T18:11:47.269Z","current_price":459,"original_price":null,"stock_status":"low_stock","available_quantity":1,"sold_quantity":0,"seller":{"id":"Y9654650371","name":"小緣精選香氛","positive_rate":null,"rating_count":null},"images":[{"url":"https://img.yec.tw/ob/image/8b0234f2-5793-446e-bd4d-14e719a661b8.jpg","role":"main","alt":"商品主圖","width":null,"height":null},{"url":"https://img.yec.tw/ob/image/2f93d912-396a-4aa3-a009-092eb71a01e1.jpg","role":"detail","alt":"商品圖片 2","width":null,"height":null},{"url":"https://img.yec.tw/ob/image/b461cd1a-b9a3-46f0-b181-8467087f8eea.jpg","role":"detail","alt":"商品圖片 3","width":null,"height":null},{"url":"https://img.yec.tw/ob/image/cfeefa95-9515-41f4-8620-452e7b34ef4a.jpg","role":"detail","alt":"商品圖片 4","width":null,"height":null},{"url":"https://img.yec.tw/ob/image/b9e934de-be93-479c-b1d8-6932f46ab901.jpg","role":"detail","alt":"商品圖片 5","width":null,"height":null}],"description":"全新\n\n初探機器學習：使用Python\nISBN13：9789864765829\n出版社：美商歐萊禮\n作者：Matthew Kirk\n譯者：陳仁和\n出版日：2017/09/15\n裝訂／頁數：平裝／216頁\n規格：23cm*18.5cm*1.4cm (高/寬/厚)\n重量：484克 \n\n商品簡介\n運用測試驅動開發\n\n本書能讓讀者有自信的將機器學習實現於日常應用，而無需具備相關學術背景。這本實用指南向讀者呈現如何於程式碼中整合並測試機器學習演算法。\n\n書中以圖例搭配文字說明，並提供對應的範例程式。利用Python的NumPy、Pandas、Scikit-Learn與SciPy資料科學函式庫實現相關的應用與測試。如果您是對資料科學有興趣的軟體工程師或商務分析師，本書將能提供以下協助：\n\n‧透過實務案例及練習驗證每個演算法\n‧於撰寫軟體程式前，利用測試驅動開發(TDD)編寫及執行對應的測試項目\n‧探索用於改善機器學習模型的資料萃取與特徵發展技術\n‧評估機器學習的風險，例如資料的過度配適與配適不足\n‧運用K最近鄰、類神經網路、分群以及其他相關演算法\n\n 作者簡介\nMatthew Kirk\n\n擅長將Ruby與Python應用於機器學習和資料科學領域的軟體顧問及國際講者，同時也是位作家，目前居住在西雅圖。樂於協助軟體工程師們將資料科學整合到技術堆疊中。\n\n 目次\n第一章 大致接近正確的軟體\n第二章 機器學習速覽\n第三章 K-最近鄰法\n第四章 單純貝氏分類\n第五章 決策樹與隨機森林\n第六章 隱馬可夫模型\n第七章 支持向量機\n第八章 類神經網路\n第九章 分群\n第十章 資料萃取與模型改善\n第十一章 全書總結","shipping_methods":[{"name":"7-ELEVEN取貨付款","fee":0,"currency":"TWD"},{"name":"郵局掛號","fee":0,"currency":"TWD"},{"name":"7-ELEVEN取貨不付款","fee":0,"currency":"TWD"},{"name":"萊爾富取貨付款","fee":0,"currency":"TWD"}],"lowest_shipping_fee":null,"payment_methods":["ATM轉帳","萊爾富取貨付款","7-ELEVEN取貨付款"],"category_id":"2092073795","category_name":"程式語言","breadcrumb":[{"id":"3994318","name":"圖書/影音/文具","url":"/tw/%E5%9C%96%E6%9B%B8-%E5%BD%B1%E9%9F%B3-%E6%96%87%E5%85%B7-3994318-category.html"},{"id":"2092064185","name":"圖書與雜誌","url":"/tw/%E5%9C%96%E6%9B%B8%E8%88%87%E9%9B%9C%E8%AA%8C-2092064185-category.html"},{"id":"2092073792","name":"電腦/網路","url":"/tw/%E9%9B%BB%E8%85%A6-%E7%B6%B2%E8%B7%AF-2092073792-category.html"},{"id":"2092073795","name":"程式語言","url":"/tw/%E7%A8%8B%E5%BC%8F%E8%AA%9E%E8%A8%80-2092073795-category.html"}],"view_count":0,"watch_count":0,"hashtags":["Python","機器學習"]}