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 is the significance of hypothesis testing in data analysis?
RELATED INTERVIEW QUESTIONS
How do you measure the generalization error of a machine learning model?
How does deep reinforcement learning work, and where can it be applied in business analytics?
What is the difference between batch processing and streaming in big data analytics?
How would you visualize high-dimensional data using dimensionality reduction techniques?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
How do you use decision trees for feature selection in machine learning?
Explain how hyperparameter optimization improves machine learning model performance.
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
How do you optimize an ML model when the dataset is imbalanced?
Explain the difference between random forests and gradient boosting methods.
What is gradient boosting and why is it more effective than traditional decision trees?
What is tuning in machine learning, and how do you apply it to hyperparameters?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
What is the accuracy paradox and how does it affect model evaluation?
How do you interpret the results of cluster analysis in market research?
X
