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
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
RELATED INTERVIEW QUESTIONS
What is linear programming, and how does it relate to data optimization problems?
Explain the concept of model overfitting and how can it be mitigated.
What is dimensionality reduction, and why is it important in data analytics?
How would you implement Text Classification using machine learning algorithms?
How do you balance the trade-off between bias and variance in machine learning?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
How does feature scaling improve the performance of gradient-based learning algorithms?
What are the steps involved in building a recommendation system for e-commerce?
How do you handle outliers in time-series data?
How does deep reinforcement learning work, and where can it be applied in business analytics?
How do you perform feature importance analysis for model interpretability?
What is the difference between KNN and SVM in classification tasks?
How would you evaluate and select the best machine learning model for a specific use case?
What are the best practices to ensure model interpretability and explainability?
Explain how you would approach feature engineering for a time-series dataset.
X