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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 optimize the performance of an algorithm when the dataset size is enormous?
RELATED INTERVIEW QUESTIONS
What is model drift, and how can it affect predictive analytics models?
How do you detect data imbalances in a classification problem and address them?
What is AdaBoost, and how does it improve the performance of weak learners?
What is Bagging in machine learning, and how does it reduce overfitting?
What are the key differences between a decision tree and a random forest?
How do you select the best machine learning model for a given dataset?
What is transfer learning, and how is it useful in deep learning?
How does feature scaling improve the convergence of gradient descent algorithms?
How do you address skewed data distributions in machine learning models?
How would you perform outlier detection using Isolation Forest?
What is overfitting, and how can it be avoided using regularization techniques?
How do you perform feature importance analysis for model interpretability?
What is the learning rate in deep learning, and how do you optimize it?
How do you select relevant features from a dataset to improve model accuracy?
What is time-series forecasting, and how do you handle seasonality in models?
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