本培訓課程面向希望在實際應用中應用基本Machine Learning技術的人員。
聽眾
熟悉機器學習並熟悉如何編程的數據科學家和統計學家。本課程的重點是數據/模型準備,執行,事後分析和可視化的實際方面。目的是向有興趣在工作中應用這些方法的參與者提供機器學習的實用介紹
行業特定示例用於使培訓與受眾相關。
- 朴素贝叶斯
- 多项式模型
- 贝叶斯分类数据分析
- 判别分析
- 线性回归
- 逻辑回归
- 广义线性模型
- EM算法
- 混合模型
- 加性模型
- 分类
- K近邻
- 岭回归
- 聚类
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