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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 analyze text data using sentiment analysis techniques?
RELATED INTERVIEW QUESTIONS
How would you implement a recommendation engine for movies using collaborative filtering?
What are the most important performance metrics for classification models?
What is the difference between correlation and causality?
What is the role of decision trees in building interpretable machine learning models?
What are the ethical considerations when analyzing customer data in analytics?
How would you deal with multicollinearity in a regression analysis?
What is a confusion matrix, and how do you calculate its various metrics?
How do you ensure reproducibility in your data analysis pipelines?
Explain how an ensemble learning method like Random Forest improves model performance.
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
What are gradient descent and its variants, and how are they used in machine learning?
What is the importance of using dropout in deep learning models?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
How do you handle outliers in time-series data?
What is the difference between KNN and SVM in classification tasks?
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