DS502-Bittiger AI program

Week1:

Using Python to realise

• Linear Regression
• Logistica Regression
• Softmax Rgression

Linear Regression Example

1. Coefficients: 894.094931349
2. Intercept: 152.939784623
3. MSE: 2602.55470632

Logistical Regression

• Accuracy: 0.95

Softmax Regression

• Accuracy: 0.98

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Week2:

Implementation of Multi-Layer Perception(MLP) Neural Networks

• Accurracy: 0.93