Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the different types of feature engineering methods and how do they impact model performance?
RELATED INTERVIEW QUESTIONS
Explain the concept of a precision-recall curve and when to use it.
What is the importance of data cleaning in data analytics, and what techniques would you use?
How do you detect data imbalances in a classification problem and address them?
What is stratified sampling, and when should it be used in machine learning?
How do you use data augmentation to improve a deep learning model’s performance?
What is the difference between parametric and non-parametric tests in hypothesis testing?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How do you use decision trees for feature selection in machine learning?
How would you use cluster analysis for market segmentation?
How do you implement automated machine learning (AutoML) tools in your workflow?
How do you handle heteroscedasticity in regression models?
How would you optimize the performance of a recommendation system for personalized product suggestions?
How do you handle a large dataset that does not fit into memory?
Explain how backpropagation works in training neural networks.
How do you ensure that a machine learning model is interpretable for non-technical stakeholders?
X