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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
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
How do you perform feature scaling, and what are its benefits in machine learning?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What are recurrent neural networks (RNNs), and how do they handle time-series data?
What are the key differences between a decision tree and a random forest?
How would you assess the performance of a machine learning model over time?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
Explain the concept of reinforcement learning and its applications in analytics.
Explain how an ensemble learning method like Random Forest improves model performance.
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What is the difference between precision and accuracy in the context of classification problems?
How do you analyze multi-class classification problems with machine learning?
What are the differences between logistic regression and linear regression?
How do you optimize the hyperparameters of machine learning algorithms?
What is the difference between classification and regression problems in analytics?
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