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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
RELATED INTERVIEW QUESTIONS
How do you implement feature selection techniques for high-dimensional data?
How do you handle heteroscedasticity in regression models?
How does feature scaling improve the performance of gradient-based learning algorithms?
Explain how an ensemble learning method like Random Forest improves model performance.
What is the significance of hypothesis testing in data analysis?
What is the concept of feature extraction in computer vision?
What are active learning methods, and when would you apply them in data analytics?
What are data imputation techniques, and how are they used for handling missing data?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
How would you evaluate the performance of a recommendation system?
How do you perform unsupervised learning for customer segmentation?
How do you assess model accuracy when working with time-series data?
What is the curse of dimensionality and how does it affect machine learning models?
What is the difference between classification and regression problems in machine learning?
How do you evaluate the stability of a clustering algorithm over different datasets?
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