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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How would you handle seasonality in a time-series forecasting problem?
RELATED INTERVIEW QUESTIONS
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
What are time-series cross-validation techniques, and how are they applied in forecasting?
How do you measure the generalization error of a machine learning model?
How do you perform outlier detection using machine learning techniques?
How do you select relevant features from a dataset to improve model accuracy?
What are the types of biases in data analysis and how can they be minimized?
What is the K-nearest neighbors algorithm, and when would you use it?
What is the Kurtosis of a distribution, and how do you interpret it?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What are the limitations of using random forests for classification tasks?
Explain the role of backpropagation in training neural networks.
What is the curse of dimensionality, and how does it impact data analysis?
How do you choose the best machine learning algorithm for a given dataset?
What are the different types of feature engineering methods and how do they impact model performance?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
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