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Caprice 7 Study 23 Else 1 DL 1
Recommendation Recommendation
RecommendationQuestionIn this part of the exercise, you will implement the collaborative filtering learning algorithm an
2023-09-24 Study
ML Program Python
Anomaly Detection Anomaly Detection
Anomaly DetectionQuestionIn this exercise, you will implement an anomaly detection algorithm to detect anomalous behavio
2023-09-23 Study
ML Program Python
PCA PCA
PCAQuestionIn this part of the exercise, you will run PCA on face images to see how it can be used in practice for dimen
2023-09-19 Study
ML Program Python
Kmeans_2 Kmeans_2
Kmeans_2Question利用Kmeans算法，对目标图片进行减色处理。 理论基础即将色彩丰富的一张图片根据像素点的相似程度，换成仅有16种颜色的图片。这种操作可以在保留图片基本特征的同时大大减少内存的占用，视觉上打折扣，但是在使用上
2023-09-17 Study
ML Program Python
Kmeans_1 Kmeans_1
Kmeans_1QuestionThe K-means algorithm is a method to automatically cluster similar data examples together. Concretely, y
2023-09-16 Study
ML Program Python
Bias and Variance Bias and Variance
Bias and VarianceQuestionIn the first half of the exercise, you will implement regularized linear regression to predict
2023-09-11 Study
ML Program Python
Logistic Regression_3（更有趣的逻辑回归） Logistic Regression_3（更有趣的逻辑回归）
Logistic Regression_3QuestionFor this exercise, you will use logistic regression and neural networks to recognize handwr
2023-09-09 Study
ML Program Python
Logistic Regression_2（有趣的逻辑回归） Logistic Regression_2（有趣的逻辑回归）
Logistic Regression_2QuestionSuppose you are the product manager of the factory and you have the test results for some m
2023-09-08 Study
ML Program Python
Logistic Regression_1 Logistic Regression_1
Logistic Regression_1QuestionSuppose that you are the administrator of a university department and you want to determine
2023-09-06 Study
ML Program Python
Linear Regression Linear Regression
Linear RegressionQuestion根据所提供的数据（房屋面积，卧室数量，房屋售价）通过基本的多元线性回归来进行机器学习拟合，从而实现对于已知面积和卧室数量的房屋的售价预测。 理论基础多元线性方程可以表示为： $$f(x_{1
2023-09-02 Study
ML Program Python
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