人工智能与机器学习基础
人工智能与机器学习导论
探索人工智能和机器学习的世界。学习算法、神经网络和实际应用。
课程内容
人工智能导论
什么是人工智能？
理解人工智能概念。
机器学习基础
监督学习
从标记的训练数据中学习。
无监督学习
在无标签数据中寻找模式。
神经网络
感知器
神经网络的基本构建块。
反向传播
神经网络如何学习。
深度学习
卷积神经网络
用于图像识别的卷积神经网络。
人工智能应用
自然语言处理
用于理解人类语言的人工智能。
测验
1. 人工智能和机器学习有什么区别？
- 它们是同一件事
- 机器学习是人工智能的一个子集✓ Correct
- 人工智能是机器学习的一个子集
- 它们完全不相关
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