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 are the key differences between a decision tree and a random forest?
RELATED INTERVIEW QUESTIONS
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
What is the role of Natural Language Processing (NLP) in data analytics?
What is Gaussian Naive Bayes, and when would you use it in classification?
What is the difference between segmentation and clustering in data analytics?
How do you evaluate model robustness to different types of input data?
How do you use decision trees for feature selection in machine learning?
How do you handle categorical data in machine learning models?
How would you apply cross-validation to avoid overfitting in a machine learning model?
How do you decide whether to use a parametric or non-parametric statistical method?
What is the role of data imputation in handling missing data?
How do you identify and resolve data leakage in machine learning models?
Explain how you would approach feature engineering for a time-series dataset.
How would you evaluate the performance of a recommendation system?
Explain the concept of ensemble learning and its applications in classification and regression problems.
How do you use SQL joins in data analytics to integrate data from multiple sources?
X