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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
RELATED INTERVIEW QUESTIONS
How does regularization help to reduce overfitting in machine learning models?
What is transfer learning, and how is it useful in deep learning?
Explain how principal component analysis (PCA) works for dimensionality reduction.
How do you handle high-dimensional data and reduce the risk of overfitting?
What are data imputation techniques, and how are they used for handling missing data?
Explain the importance of hyperparameter tuning in improving machine learning models.
How do you handle missing data in large datasets using imputation techniques?
How do you optimize machine learning models for real-time decision-making?
What are the steps involved in building a recommendation system for e-commerce?
Explain the difference between data mining and data analytics.
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
Explain how latent variable models work in data analytics.
How do you optimize an ML model when the dataset is imbalanced?
Explain how backpropagation works in training neural networks.
Explain the concept of gradient boosting and its advantages over traditional decision trees.
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