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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 use cluster analysis for market segmentation?
RELATED INTERVIEW QUESTIONS
What are the major differences between SQL and NoSQL databases in data analytics?
How do you implement feature selection techniques for high-dimensional data?
How do you perform dimensionality reduction, and why is it essential in machine learning?
Explain how hyperparameter optimization improves machine learning model performance.
What is overfitting, and how can it be avoided using regularization techniques?
What is the confusion matrix, and how does it help evaluate classification models?
What is deep learning and how is it used for image recognition?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
How does the concept of cross-validation help prevent overfitting in machine learning models?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
Explain the concept of Big Data and its challenges in the context of data analytics.
How do you decide whether to use a parametric or non-parametric statistical method?
How does ensemble learning work, and when should it be applied?
What are the advantages and disadvantages of using deep learning for structured data analysis?
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