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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is dimensionality reduction, and how does it improve model performance?
RELATED INTERVIEW QUESTIONS
How do you optimize machine learning models for real-time decision-making?
What is dimensionality reduction, and how does it improve model performance?
What are the advantages of using deep learning over traditional machine learning in analytics?
How do you handle imbalanced datasets in classification models?
What are data imputation techniques, and how are they used for handling missing data?
How do you perform outlier detection using machine learning techniques?
What are the ethical considerations when analyzing customer data in analytics?
What are the advantages of support vector machines (SVM) in classification tasks?
What are deep learning and its key differences from traditional machine learning methods?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
How would you handle an imbalanced dataset in a classification problem?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
How does bootstrapping improve model accuracy in statistical analysis?
How do you deal with large-scale, unstructured data in text analytics?
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