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
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
RELATED INTERVIEW QUESTIONS
What is the significance of hypothesis testing in data analysis?
How would you analyze customer churn using data analytics?
How does dimensionality reduction improve the performance of machine learning algorithms?
What is the difference between regression and classification models in machine learning?
How do you interpret the results of cluster analysis in market research?
Explain the concept of Markov Chains and its use in data modeling.
What are the differences between logistic regression and linear regression?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What is the role of data enrichment in data analytics, and how is it achieved?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What is regression analysis, and how do you apply it in business analytics?
How do you perform feature engineering in time-series data?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
X