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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is data streaming, and how is it used for real-time analytics?
RELATED INTERVIEW QUESTIONS
What is the importance of using dropout in deep learning models?
How does the concept of cross-validation help prevent overfitting in machine learning models?
Explain the importance of hyperparameter tuning in improving machine learning models.
What is time-series analysis, and what techniques do you use for it?
How does deep reinforcement learning work, and where can it be applied in business analytics?
What are the ethical considerations when analyzing customer data in analytics?
What is the learning rate in deep learning, and how do you optimize it?
What is data leakage, and how can you prevent it in your analytics projects?
How would you implement a recommendation engine for movies using collaborative filtering?
How do you evaluate model performance when the dataset is small and unbalanced?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What is an anomaly detection system, and how would you implement it in Python?
How do you handle high-dimensional data and reduce the risk of overfitting?
How do you assess the impact of outliers in your data and model predictions?
What is the Kurtosis of a distribution, and how do you interpret it?
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