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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How does dimensionality reduction improve the performance of machine learning algorithms?
RELATED INTERVIEW QUESTIONS
Explain how an ensemble learning method like Random Forest improves model performance.
What is the role of cloud computing in enabling data analytics at scale?
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
What are the key differences between a decision tree and a random forest?
How do you select relevant features from a dataset to improve model accuracy?
Explain the concept of hyperparameter tuning and its role in model optimization.
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What is the difference between precision and accuracy in the context of classification problems?
How do you use bootstrapping in model evaluation, and what are its advantages?
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
How does bootstrapping improve model accuracy in statistical analysis?
What is the importance of model interpretability in real-world data analytics applications?
What are the best practices to ensure model interpretability and explainability?
What is data leakage, and how can you prevent it in your analytics projects?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
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