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 perform outlier detection using machine learning techniques?
RELATED INTERVIEW QUESTIONS
How do you evaluate the predictive accuracy of a machine learning model?
How would you apply cross-validation to avoid overfitting in a machine learning model?
How do you use time-series decomposition to analyze seasonal trends?
What is XGBoost, and how does it differ from other boosting algorithms?
How do you select relevant features from a dataset to improve model accuracy?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
How do you detect data imbalances in a classification problem and address them?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
What are the advantages of support vector machines (SVM) in classification tasks?
Explain how you would deal with missing data in a large dataset.
How do you evaluate model performance when the dataset is small and unbalanced?
How do you balance the trade-off between bias and variance in machine learning?
How do you optimize machine learning models for real-time decision-making?
How does the k-means clustering algorithm work and when should it be used?
How do you identify and resolve data leakage in machine learning models?
X