Data Science Interview-এর 100+ Core Concepts › Chapter 6

Chapter 6: Machine Learning Algorithms

1. 55 Regularized Regression 2 min
2. 56 Decision Tree 2 min
3. 57 Random Forest 2 min
4. 58 XGBoost 2 min
5. 59 Bagging vs Boosting 2 min
6. 60 Variable Importance in Tree Models 3 min
7. 61 Principal Component Analysis — PCA 3 min
8. 62 Hyperparameter Tuning 3 min
9. 63 K-Means Clustering 2 min
10. 64 Hierarchical Clustering 3 min
11. 65 Elbow Method 2 min
12. 66 Neural Networks 3 min
13. 67 Cross-Validation 3 min
14. 68 AUC vs Accuracy 3 min
15. 69 Imbalanced Class Problem 3 min