Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
Javascript
HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the confusion matrix, and how does it help evaluate classification models?
RELATED INTERVIEW QUESTIONS
How would you perform real-time data analysis using Kafka and Spark?
What are the differences between bagging and boosting in ensemble methods?
What is the difference between random forests and decision trees?
What is feature selection, and how does it impact the model’s performance?
What is the ROC-AUC curve, and how do you interpret it?
What are the best practices to ensure model interpretability and explainability?
How do you implement automated machine learning (AutoML) tools in your workflow?
What is the role of Shannon entropy in feature selection?
What is the difference between classification and regression problems in machine learning?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What are the key differences between machine learning and deep learning models?
What is regression analysis, and how do you apply it in business analytics?
How would you optimize the performance of a recommendation system for personalized product suggestions?
What are the primary steps involved in preparing data for a machine learning model?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
X