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 analyze multi-class classification problems with machine learning?
RELATED INTERVIEW QUESTIONS
What is the difference between a data pipeline and an ETL pipeline in terms of analytics?
What is the difference between segmentation and clustering in data analytics?
Explain how data integrity is maintained in a multi-source data environment.
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
How does bootstrapping improve model accuracy in statistical analysis?
Explain the difference between supervised and unsupervised learning with examples.
What are the major differences between SQL and NoSQL databases in data analytics?
Explain how you would approach feature engineering for a time-series dataset.
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
How would you perform real-time data analysis using Kafka and Spark?
How do you optimize an ML model when the dataset is imbalanced?
What is gradient boosting and why is it more effective than traditional decision trees?
What is the role of cloud computing in enabling data analytics at scale?
What is transfer learning, and how is it useful in deep learning?
Explain the difference between bagging and boosting techniques.
X