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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 interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
RELATED INTERVIEW QUESTIONS
What is model drift, and how can it affect predictive analytics models?
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you choose the best machine learning algorithm for a given dataset?
What are the key differences between machine learning and deep learning models?
What is the difference between deterministic and stochastic models in analytics?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
Explain the concept of Big Data and its challenges in the context of data analytics.
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What is a confusion matrix, and how do you calculate its various metrics?
What is reinforcement learning, and where is it applied in business analytics?
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Explain data leakage and how to prevent it in machine learning models.
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
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