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
Explain the concept of bias-variance tradeoff in machine learning.
RELATED INTERVIEW QUESTIONS
How do you handle categorical data in machine learning models?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
How does regularization help to reduce overfitting in machine learning models?
What is the importance of data cleaning in data analytics, and what techniques would you use?
How does deep reinforcement learning work, and where can it be applied in business analytics?
How does feature scaling improve the convergence of gradient descent algorithms?
What is dimensionality reduction, and how does it improve model performance?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
How do you deal with large-scale, unstructured data in text analytics?
How would you measure the impact of an analytics model in a business setting?
How do you optimize machine learning models for real-time decision-making?
What is the role of Shannon entropy in feature selection?
How do you handle high-dimensional data and reduce the risk of overfitting?
What are gradient descent and its variants, and how are they used in machine learning?
Explain the difference between bagging and boosting techniques.
X