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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the advantages of using XGBoost over other machine learning algorithms?
RELATED INTERVIEW QUESTIONS
What is the role of visualization in data analysis, and which Python libraries would you use?
What is the significance of hypothesis testing in data analysis?
What is a confusion matrix, and how do you calculate its various metrics?
How do you evaluate the stability of a clustering algorithm over different datasets?
What is regression analysis, and how do you apply it in business analytics?
How do you deal with class imbalance in classification models?
How would you perform data aggregation for summarizing large datasets?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
How would you handle seasonality in a time-series forecasting problem?
What are the different types of feature engineering methods and how do they impact model performance?
How do you handle textual data when working with machine learning models?
What is transfer learning, and how is it useful in deep learning?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
How would you handle an imbalanced dataset in a classification problem?
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