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#XGBoost

2 posts tagged "xgboost"

4

Part 4 — AI 工程從零開始|Phase 2 Part 2:集成學習與最佳化 — 超越單一模型的上限

深入解析 Random Forest、Gradient Boosting、XGBoost、超參數調優與 AutoML,理解集成方法為何在表格資料競賽與生產系統持續稱霸

Jun 21, 2026 ·23 min
8

Part 8 — FDE 面試準備指南(八):ML 基礎必備——從傳統機器學習到 Deep Learning

以 Google AI 工程師兼面試官的視角,系統整理 FDE 面試不能缺的 ML 基礎:Supervised Learning、評估指標、Overfitting 處理,以及從 MLP 到 Transformer 的 Deep Learning 核心概念

May 31, 2026 ·18 min

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