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
How do you detect data imbalances in a classification problem and address them?
RELATED INTERVIEW QUESTIONS
How would you implement a recommendation system for e-commerce websites?
How would you implement Text Classification using machine learning algorithms?
What is the role of cloud computing in enabling data analytics at scale?
What is the difference between classification and regression problems in machine learning?
Explain the concept of hyperparameter tuning and its role in model optimization.
How would you implement real-time data analytics for fraud detection?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
How do you balance the trade-off between bias and variance in machine learning?
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
How do you optimize model performance in an unsupervised learning task?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
How would you assess the performance of a machine learning model over time?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
How do you evaluate model stability and ensure it performs well over time?
X