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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is time-series analysis, and what techniques do you use for it?
RELATED INTERVIEW QUESTIONS
What is the difference between random forests and decision trees?
How would you implement a recommendation system for e-commerce websites?
What is the significance of the ROC-AUC score in evaluating classification models?
How do you perform dimensionality reduction, and why is it essential in machine learning?
How do you perform A/B testing for evaluating the performance of a new marketing campaign?
What is the role of natural language processing in analyzing customer feedback?
What are the best practices to ensure model interpretability and explainability?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What are convolutional neural networks (CNN) used for in image recognition?
How do you deal with class imbalance in classification models?
How would you use cluster analysis for market segmentation?
What are the common types of clustering algorithms, and how do you choose between them?
What is the importance of model interpretability in real-world data analytics applications?
What are the different methods for handling missing data in datasets?
What is linear programming, and how does it relate to data optimization problems?
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