了解 Python 编程语言。建议基本熟悉统计学和线性代数。
该课程的目的是提供在实践中应用方法的基本技能。 通过使用 Python 编程语言和其各种图书馆,并基于许多实用的例子,该课程教导如何使用最重要的建筑区块,如何做出数据模拟决策,解释算法的结果,并验证结果。
我們的目標是為您提供理解和使用最基本的工具工具的技能,以信心,並避免常見的錯誤的應用程式。
应用材料简介 Machine Learning
- 统计学习与机器学习
- 迭代和评估
- 偏差-方差权衡
使用 Python 进行机器学习
- 库的选择
- 附加工具
回归
- 线性回归
- 泛化和非线性
- 习题
分类
- 贝叶斯复习
- 朴素贝叶斯
- 逻辑回归
- K-最近邻
- 习题
交叉验证和重采样
- 交叉验证方法
- Bootstrap
- 习题
无监督学习
- K-means 聚类
- 例子
- 无监督学习和超越 K 均值的挑战
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