1. Artificial Intelligence - How does a computer think like a human?
From the history of development to the application cases of artificial intelligence, and then to the fact that artificial intelligence is a mathematical problem in essence, from the housing price prediction problem, it is proposed that the loss function is caused by parameters, and then the gradient descent method is introduced from the optimal value of the loss function, and finally to the multi-parameter equation. optimal solution.
- history of artificial intelligence
- The essence of artificial intelligence
- house price forecast
- loss function
- least square method
- Gradient Descent
- Optimal Solution of Multiparameter Equations
2. Artificial intelligence - neural network
From the composition of neurons to the establishment of the MP model ( perceptron ), and then to the neural network model.
- Neurons
- MP model
- neural network model