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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
How do you use time-series decomposition to analyze seasonal trends?
What are support vector machines (SVM) and how do they classify data?
What is the role of unsupervised learning in data clustering?
How do you handle multicollinearity in regression models?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
How do you calculate the precision, recall, and F1-score for a binary classification model?
What is linear programming, and how does it relate to data optimization problems?
What is the difference between KNN and SVM in classification tasks?
How do you handle and process categorical data in machine learning algorithms?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
What is data leakage, and how can you prevent it in your analytics projects?
What is the importance of heteroscedasticity in regression models?
What are the types of biases in data analysis and how can they be minimized?
What are the key differences between a decision tree and a random forest?
What is Collaborative Filtering, and how is it used in building recommendation systems?
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