Udemy – 25 Key Machine Learning Algorithms – Math, Intuition, Python

Do you want to understand machine learning algorithms and how artificial intelligence works but don’t know where to start? Or perhaps you already have some knowledge and want to deepen your understanding of AI-driven algorithms?

– This course is exactly what you need!

In this course, you’ll master 25 key machine learning algorithms:

1. Simple Linear Regression
2. Multiple Linear Regression
3. Logistic Regression
4. Decision Trees
5. K-means
6. Model Evaluation
7. Naive Bayes
8. Ridge Regression
9. Bagging
10. Random Forest
11. Boosting
12. LASSO
13. KNN
14. Gradient Boosting
15. PCA – Principal Component Analysis
16. XGBoost
17. LDA – Linear discriminant analysis
18. QDA – Quadratic discriminant analysis
19. Agglomerative Hierarchical Clustering
20. Hard-Margin SVM
21. SVM
22. DBSCAN
23. t-SNE
24. Isolation Forest
25. Perceptron