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 optimize the performance of an algorithm when the dataset size is enormous?
RELATED INTERVIEW QUESTIONS
How do you handle high cardinality categorical features in machine learning models?
How do you handle high-velocity data in real-time analytics applications?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
What is a confusion matrix, and how do you calculate its various metrics?
What is the difference between random forests and decision trees?
How do you deal with class imbalance in classification models?
How do you detect data imbalances in a classification problem and address them?
How do you handle imbalanced datasets in classification models?
What are time-series cross-validation techniques, and how are they applied in forecasting?
How do you interpret the results of cluster analysis in market research?
What are the main differences between batch processing and real-time processing in data analytics?
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
How do you use SQL to perform data manipulation and aggregation in an analytics project?
Explain the concept of data wrangling and its importance in data analytics.
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
X
