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 do you handle high-dimensional data and reduce the risk of overfitting?
RELATED INTERVIEW QUESTIONS
How do you analyze multi-class classification problems with machine learning?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What is the difference between batch normalization and layer normalization in deep learning?
How do you perform feature importance analysis for model interpretability?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
What is ensemble learning, and why is it useful in machine learning?
What are the key differences between supervised and unsupervised learning in data analytics?
How do you handle imbalanced datasets in classification models?
How do you optimize the hyperparameters of machine learning algorithms?
What is the significance of hyperparameter tuning in optimizing machine learning models?
How do you evaluate the predictive accuracy of a machine learning model?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How do you select the best machine learning model for a given dataset?
What are convolutional neural networks (CNN) used for in image recognition?
How do you use data augmentation to improve a deep learning model’s performance?
X