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 would you visualize high-dimensional data using dimensionality reduction techniques?
RELATED INTERVIEW QUESTIONS
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How do you use time-series decomposition to analyze seasonal trends?
What are the differences between logistic regression and linear regression?
What is the purpose of a ROC curve in model evaluation?
What is time-series forecasting, and how do you handle seasonality in models?
How would you measure the impact of an analytics model in a business setting?
What is stratified sampling, and when should it be used in machine learning?
Explain how data integrity is maintained in a multi-source data environment.
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
What are the challenges of working with unstructured data, and how can they be overcome?
How do you perform outlier detection in data analytics?
How do you perform unsupervised learning for customer segmentation?
How do you deal with class imbalance in classification models?
What are convolutional neural networks (CNN) used for in image recognition?
What is data integrity, and how is it maintained in a database?
X
