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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are semantic networks, and how are they used in knowledge extraction from text?
RELATED INTERVIEW QUESTIONS
Explain the concept of Markov Chains and its use in data modeling.
How would you perform outlier detection using Isolation Forest?
How would you evaluate model performance in an imbalanced dataset problem?
How do you implement feature selection techniques for high-dimensional data?
What is the importance of heteroscedasticity in regression models?
Explain how principal component analysis (PCA) works for dimensionality reduction.
How do you perform root cause analysis using data analytics in business?
What is the difference between classification and regression problems in analytics?
How do you build a predictive model for sales forecasting in e-commerce?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What are recurrent neural networks (RNNs), and how do they handle time-series data?
How do you use SQL joins in data analytics to integrate data from multiple sources?
What is tuning in machine learning, and how do you apply it to hyperparameters?
How do you implement a Markov Chain for predictive analytics in customer behavior?
What is the role of Natural Language Processing (NLP) in data analytics?
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