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  6. 機器學習－從理論到實作攻略

機器學習－從理論到實作攻略

Author 蔡佳祐 鄭佳炘 陳政宏 林靖捷
Publisher CHWA /全華圖書股份有限公司
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Released
2025/04/18
Language
Traditional Chinese
File format
PDF (22MB), fit in large screen and Pubook
Pages
324
ID
579285
ISBN
9786264014137
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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。

Details

Released
2025/04/18
Language
Traditional Chinese
File format
PDF: Fit in large screen
Provide Adobe DRM
Provide PDF
Offer DRM free license
No
ID
579285
ISBN
9786264014137

Buy products firstAnd download app to watch

Details
　　

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