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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 implement a Markov Chain for predictive analytics in customer behavior?
RELATED INTERVIEW QUESTIONS
What is Principal Component Analysis (PCA) used for in data reduction?
What is the significance of the ROC-AUC score in evaluating classification models?
How do you perform feature scaling, and what are its benefits in machine learning?
How do you handle textual data when working with machine learning models?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is the significance of feature importance in decision tree algorithms?
What is the difference between classification and regression problems in analytics?
How does dimensionality reduction improve the performance of machine learning algorithms?
What is linear programming, and how does it relate to data optimization problems?
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How do you optimize the hyperparameters of machine learning algorithms?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
What is the difference between parametric and non-parametric tests in hypothesis testing?
What are the differences between logistic regression and linear regression?
What is deep learning and how is it used for image recognition?
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