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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 handle a large dataset that does not fit into memory?
RELATED INTERVIEW QUESTIONS
What is the significance of the ROC-AUC score in evaluating classification models?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
How do you perform root cause analysis using data analytics in business?
What are semantic networks, and how are they used in knowledge extraction from text?
What is Principal Component Analysis (PCA) used for in data reduction?
What are the different methods for handling missing data in datasets?
How do you handle high-cardinality categorical features in machine learning models?
How do you detect data imbalances in a classification problem and address them?
What is the difference between correlation and causality?
What are the primary steps involved in preparing data for a machine learning model?
How do you deal with large-scale, unstructured data in text analytics?
How do you perform sentiment analysis on social media data?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
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