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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
RELATED INTERVIEW QUESTIONS
What is Gaussian Naive Bayes, and when would you use it in classification?
What is ensemble learning, and why is it useful in machine learning?
Explain the Naive Bayes algorithm and its application in data analytics.
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What are the differences between Ridge and Lasso regression?
Explain the concept of Markov Chains and its use in data modeling.
How do you handle and process categorical data in machine learning algorithms?
What is data leakage, and how can you prevent it in your analytics projects?
How do you implement a Markov Chain for predictive analytics in customer behavior?
What is tuning in machine learning, and how do you apply it to hyperparameters?
What is the importance of hyperparameter tuning in machine learning models?
What are the advantages and disadvantages of using deep learning for structured data analysis?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How would you implement a recommendation system for e-commerce websites?
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