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Machine Learning
Machine Learning
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tech-espm/ml
Machine Learning
tech-espm/ml
2025.2
Classes
Classes
1. Concepts
1. Concepts
1.1. Machine Learning
1.2. KDD
1.3. Data
1.4. Exercise
2. Preprocessing
3. KNN
4. K-Means
5. Metrics and Evaluation
5. Metrics and Evaluation
5.1. Classification
5.2. Regression
5.3. Exercise
6. Decision Tree
7. Random Forest
8. Naïve Bayes
9. Page Rank
10. PySpark
11. SVM
12. Neural Networks
Projects
Projects
Project I
Project II
Versions
Versions
2025.2
Versions
Machine Learning
Versions
2025.2
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