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 K-nearest neighbors algorithm, and when would you use it?
RELATED INTERVIEW QUESTIONS
How does bootstrapping improve model accuracy in statistical analysis?
What is the difference between regression and classification models in machine learning?
How do you use bootstrapping in model evaluation, and what are its advantages?
How would you apply cross-validation to avoid overfitting in a machine learning model?
How do you handle a large dataset that does not fit into memory?
Explain the importance of hyperparameter tuning in improving machine learning models.
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What are the key differences between a decision tree and a random forest?
What is data normalization, and why is it important in machine learning?
How do you perform dimensionality reduction, and why is it essential in machine learning?
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
How do you apply nearest neighbor algorithms for recommendation systems?
What are the limitations of using random forests for classification tasks?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
X