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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is data leakage, and how can you prevent it in your analytics projects?
RELATED INTERVIEW QUESTIONS
What is the importance of data privacy in analytics, and how do you ensure compliance?
What is the concept of feature extraction in computer vision?
What are data imputation techniques, and how are they used for handling missing data?
What are the advantages of using XGBoost over other machine learning algorithms?
Explain how principal component analysis (PCA) works for dimensionality reduction.
How do you optimize machine learning models for real-time decision-making?
What are the challenges in analyzing big data, and how do you mitigate them?
What are the limitations of using random forests for classification tasks?
What is the difference between KNN and SVM in classification tasks?
How do you evaluate model performance when the dataset is small and unbalanced?
What is regression analysis, and how do you apply it in business analytics?
What is the importance of heteroscedasticity in regression models?
How do you calculate the precision, recall, and F1-score for a binary classification model?
How do you use clustering for market segmentation in customer analytics?
How would you assess the performance of a machine learning model over time?
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