华南师范大学：《教育心理学》课程教学资源（PPT课件讲稿）第四讲 认知派学习理论

1 Basic principle 2 Multiple classifier combination 3 Bagging 4 Boosting

1 History 2 Preparatory knowledge 3 XOR problem 4 MLP is doing what? 5 Tilling Algorithm 6 Learning algorithm for MLP of differentiable activation function

1 A problem in perceptron 2 Linear SVM in LSC 3 SVM in LIC 4 Kernel Functions 5 Nonlinear SVM 6 SMO Algorithm

1 Preparatory knowledge 2 Perceptron concept 3 Learning strategies of perceptron 4 Perceptron learning algorithm 5 Convergence of perceptron learning algorithm 6 Dual form of perceptron learning algorithm

1 A Case 2 Least Squares Method 3 From Linear to Nonlinear: Using Linear Model 4 How Regression Got Its Name 5 Probability Interpretation 6 Bias–Variance Dilemma

吉林大学：《社区护理学》课程电子教案（PPT课件）16 学习理论（learning theory）、健康教育策略（the strategies of health education）

吉林大学：《社区护理学》课程电子教案（PPT课件）15 健康教育的程序和学习理论

1 Definition of Statistical Learning 2 Application Case of Statistical Pattern Recognition 3 SPR System Framework and Design Cycle 4 Basic Concepts 5 Machine Learning in Different AI Disciplines

华南师范大学：《教育心理学》课程教学资源（PPT课件讲稿）第三讲 联结派学习理论