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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you choose the best machine learning algorithm for a given dataset?
RELATED INTERVIEW QUESTIONS
What is time-series forecasting, and how do you approach it using machine learning algorithms?
What are the advantages and disadvantages of using deep learning for structured data analysis?
How does feature scaling improve the performance of gradient-based learning algorithms?
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What are support vector machines (SVM) and how do they classify data?
What are the advantages of using XGBoost over other machine learning algorithms?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What is linear programming, and how does it relate to data optimization problems?
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Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
What are active learning methods, and when would you apply them in data analytics?
How do you handle outliers in time-series data?
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