ML-Algorithms

List of some top machine learning algorithms. Just give a dive and explore the world of ML.

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A. Regressions

1. Simple Linear Regression

2. Multivariate Regression

3. Polynomial Regression

4. Support Vector Regression

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B. Classification

5. Decision tree classifier

6. Random forest classifier

7. Naive-Bayes classifier

8. K-Nearest Neighbour

9. Logistic regression classifier

10. Support Vector Machine

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C. Clustering

11. K-Mean Clustering

12. Heirirchical Clustering

13. Spectral Clustering

14. Agglomerative Clustering

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D. Reinforcement Learning

15. Thompson Sampling

16. Upper Confidence Bound

17. Dimensionality Reduction (PCA)

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E. Association Rule Learning

18. Apriori

19. Eclat

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20. Cross Validation

Made with 💛 by Mainak Chaudhuri.