Kaggle竞赛经典案例深度剖析(完结7章)
课程介绍:
课程资源名称:Kaggle竞赛经典案例深度剖析(完结7章),资源大小:3.25G,详见下发截图与文件目录。
课程文件目录:Kaggle竞赛经典案例深度剖析(完结7章)[3.25G]
第1章 课程导学 [15.43M]
1-1 课程导学:为什么要学习 kaggle 竞赛知识?_+].mp4 [15.43M]
第2章 学前基础知识 [342.06M]
2-1 kaggle竞赛介绍.mp4 [31.90M]
2-1 学前必读知识_慕课网.pdf [389.13K]
2-10.jpg [132.18K]
2-2.mp4 [85.05M]
2-3 kaggle竞赛流程.mp4 [18.18M]
2-4 kaggle notebooks使用_慕课网.pdf [973.00K]
2-5 xgboost 、lightgbm和catboost.mp4 [44.48M]
2-6 数据划分与交叉验证.mp4 [38.22M]
2-7 模型集成方法.mp4 [47.73M]
2-8 比赛案例titanic幸存乘客预测.mp4 [64.83M]
2-9 本章小结.mp4 [10.08M]
更新说明.txt [0.30K]
资料文档.zip [149.96K]
第3章 结构化技能与案例分析 [1.11G]
3-1 结构化技能之特征工程(上)_更新+[2].mp4 [40.37M]
3-1 学前必读知识_慕课网.pdf [212.09K]
3-10.mp4 [92.40M]
3-11.mp4 [67.59M]
3-12.mp4 [20.39M]
3-13 indoor location & navigation赛题介绍.mp4 [135.10M]
3-13.png [36.69K]
3-14 indoor location & navigation动手实践.mp4 [96.47M]
3-15 indoor location & navigation优胜方案.mp4 [108.36M]
3-16 home credit default risk赛题介绍.mp4 [79.98M]
3-2 结构化技能之特征工程(下)_更新+[2].mp4 [45.93M]
3-3 结构化技能之特征筛选_更新+[2].mp4 [57.53M]
3-4 instant gratification赛题介绍_更新+[2].mp4 [95.92M]
3-5 instant gratification赛题实践_更新+[2].mp4 [93.29M]
3-6 instant gratification优胜方案_更新+[2].mp4 [45.65M]
3-7 ieee-cis fraud detection优胜方案_更新+[2].mp4 [38.24M]
3-8 本章小结_更新+[2].mp4 [9.60M]
3-9.mp4 [110.07M]
更新说明.txt [0.30K]
资料文档.zip [149.96K]
第4章 文本技能与案例解析 [576.61M]
4-1 学前必读知识_慕课网.pdf [137.25K]
4-10.jpg [22.90K]
4-2.mp4 [92.54M]
4-3.mp4 [89.56M]
4-4.mp4 [41.57M]
4-5.mp4 [73.63M]
4-6.mp4 [60.37M]
4-7.mp4 [82.87M]
4-8.mp4 [45.51M]
4-9.mp4 [90.40M]
第5章 语音技能与案例解析 [423.90M]
5-1 学前必读知识_慕课网.pdf [184.35K]
5-2.mp4 [58.25M]
5-3.mp4 [57.18M]
5-4.mp4 [88.81M]
5-5.mp4 [84.34M]
5-6.mp4 [75.87M]
5-7.mp4 [45.24M]
5-8.mp4 [14.01M]
5-9.jpg [22.71K]
第6章 视觉技能与案例解析 [779.44M]
6-1.mp4 [108.06M]
6-10.mp4 [29.76M]
6-11.mp4 [12.58M]
6-12 shopee – price match guarantee代码实践.mp4 [61.64M]
6-13 shopee – price match guarantee优胜方案.mp4 [30.86M]
6-14 章节知识点总结.mp4 [8.70M]
6-2.mp4 [43.72M]
6-3.mp4 [97.59M]
6-4.mp4 [43.30M]
6-5.mp4 [109.53M]
6-6.mp4 [33.30M]
6-7.mp4 [59.23M]
6-8.mp4 [52.68M]
6-9.mp4 [88.49M]
第7章 课程总结 [44.55M]
7-1 竞赛参赛指南.mp4 [15.02M]
7-2 竞赛简历撰写指导.mp4 [29.53M]
课程资料 [5.58M]
kaggle-course-note-master.zip [5.58M]
kaggle-course-note-master.zip [3.95M]
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