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 multivariate time series data for forecasting?
RELATED INTERVIEW QUESTIONS
How do you handle heteroscedasticity in regression models?
How do you perform feature importance analysis for model interpretability?
How do you apply gradient descent in training deep neural networks?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is the role of unsupervised learning in data clustering?
How do you handle imbalanced datasets in classification models?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What is the ROC-AUC curve, and how do you interpret it?
What are the key differences between a decision tree and a random forest?
How do you evaluate model performance when the dataset is small and unbalanced?
How do you apply nearest neighbor algorithms for recommendation systems?
Explain the concept of reinforcement learning and its applications in analytics.
What are the major differences between SQL and NoSQL databases in data analytics?
How do you perform root cause analysis using data analytics in business?
What is the difference between a data pipeline and an ETL pipeline in terms of analytics?
X
