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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
How do you apply data smoothing techniques for time-series forecasting?
RELATED INTERVIEW QUESTIONS
What are the types of biases in data analysis and how can they be minimized?
What is a confusion matrix, and how do you calculate its various metrics?
What are the different types of feature engineering methods and how do they impact model performance?
Explain the difference between random forests and gradient boosting methods.
How does the k-means clustering algorithm work and when should it be used?
What is linear programming, and how does it relate to data optimization problems?
Explain the importance of hyperparameter tuning in improving machine learning models.
How would you optimize the performance of a recommendation system for personalized product suggestions?
What are the common types of clustering algorithms, and how do you choose between them?
What is the difference between KNN and SVM in classification tasks?
What is Bagging in machine learning, and how does it reduce overfitting?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
How do you evaluate model robustness to different types of input data?
How do you ensure reproducibility in your data analysis pipelines?
How do you handle heteroscedasticity in regression models?
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