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Machine Learning
Machine Learning
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hsandmann/ml
Machine Learning
hsandmann/ml
2025.2
Classes
Classes
1. Concepts
1. Concepts
1.1. Machine Learning
1.2. KDD
1.3. Data
1.4. Exercise
2. Decision Tree
3. Preprocessing
4. KNN
5. K-Means
6. Metrics and Evaluation
6. Metrics and Evaluation
6.1. Classification
6.2. Regression
6.3. Exercise
7. Random Forest
8. Gradient boosting
9. SVM
10. Page Rank
11. PySpark
12. Neural Networks
12. Neural Networks
12.1. Perceptron
12.2. MLP
12.5. Exercise
Projects
Projects
Project I
Project II
Versions
Versions
2025.2
Machine Learning
Versions
2025.2
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