Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you ensure that your machine learning model generalizes well on unseen data?
RELATED INTERVIEW QUESTIONS
What is gradient boosting and why is it more effective than traditional decision trees?
What is the role of unsupervised learning in anomaly detection?
What are data imputation techniques, and how are they used for handling missing data?
How do you perform outlier detection using machine learning techniques?
Explain the concept of Markov Chains and its use in data modeling.
How do support vector machines (SVM) work, and why are they used in classification problems?
Explain the concept of Big Data and its challenges in the context of data analytics.
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
What is the difference between parametric and non-parametric tests in hypothesis testing?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What is the importance of model interpretability in real-world data analytics applications?
How do you optimize an ML model when the dataset is imbalanced?
What is time-series forecasting, and how do you handle seasonality in models?
Explain how an ensemble learning method like Random Forest improves model performance.
How do you ensure that your analysis is unbiased when working with large datasets?
X
