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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you select relevant features from a dataset to improve model accuracy?
RELATED INTERVIEW QUESTIONS
How do you perform outlier detection in data analytics?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is the difference between batch normalization and layer normalization in deep learning?
Explain the concept of model overfitting and how can it be mitigated.
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How do you perform feature scaling, and what are its benefits in machine learning?
How would you visualize high-dimensional data using dimensionality reduction techniques?
What are LSTM networks, and how are they used in sequence prediction tasks?
How does data governance ensure the quality and security of your analytics outputs?
What is the importance of model validation and how do you perform it in practice?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
How would you perform data aggregation for summarizing large datasets?
What is the importance of hyperparameter tuning in machine learning models?
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
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