機器學習-從理論到實作攻略

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· 全華圖書股份有限公司
5.0
2 reviews
Ebook
324
Pages

About this ebook

本書內容兼顧理論與實務,用大量示意圖與範例,幫助讀者建立機器學習的基本概念。第一章介紹機器學習的基本概念與類型,幫助讀者快速入門。第二章深入探討監督式學習,涵蓋多種經典演算法,如線性回歸、決策樹與神經網路等。第三章則介紹非監督式學習,重點講解資料探索與聚類方法。第四章專注於模型評估與優化,幫助讀者提升模型性能。最後,第五章通過台股數據分析與YOLO物件辨識兩個實戰專案,讓讀者實際應用所學知識,開啟機器學習與深度學習的探索之旅。

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5.0
2 reviews

About the author

蔡佳祐,鄭佳炘,陳政宏,林靖捷 著

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