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
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
RELATED INTERVIEW QUESTIONS
PHP vs Python: Features, Differences and Benefits in 2025
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How do you optimize the performance of an algorithm when the dataset size is enormous?
What are convex optimization techniques, and why are they important in machine learning?
What is the difference between batch normalization and layer normalization in deep learning?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
What is the role of visualization in data analysis, and which Python libraries would you use?
How do you handle textual data when working with machine learning models?
Explain how backpropagation works in training neural networks.
What is the difference between parametric and non-parametric tests in hypothesis testing?
Explain the concept of ensemble learning and its applications in classification and regression problems.
How do you perform sentiment analysis on social media data?
What are the advantages of using XGBoost over other machine learning algorithms?
Explain the concept of a precision-recall curve and when to use it.
X
