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
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
RELATED INTERVIEW QUESTIONS
What is an anomaly detection system, and how would you implement it in Python?
How do you evaluate the effectiveness of a recommendation system?
What is model drift, and how can it affect predictive analytics models?
What is the curse of dimensionality, and how does it impact data analysis?
How do you handle textual data when working with machine learning models?
How do you handle categorical data in machine learning models?
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
Explain the concept of reinforcement learning and its applications in analytics.
What is a confusion matrix, and how do you calculate its various metrics?
What are support vector machines (SVM) and how do they classify data?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
How do you handle imbalanced datasets in classification models?
What is the purpose of a ROC curve in model evaluation?
Explain the concept of hyperparameter tuning and its role in model optimization.
X
