Machine Learning Fundamentals · 免费预览
学习问题的形态
监督学习、无监督学习和强化学习的区别在于获得何种信息以及何时获得信息，而这一区别决定了数据能够回答哪些问题。
1. Supervised learning
Supervised learning
2. Unsupervised learning
Unsupervised learning
3. Learning with an environment
Learning with an environment
4. What credit assignment is
A reinforcement learning agent plays chess. It receives a reward of for a win and for a loss, both at the end of the game. Which statement describes credit assignment?
5. Which paradigm the data supports
A dataset of 50,000 photographs arrives with no category information of any kind. Which task can be carried out on this dataset as it stands?