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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 use time-series decomposition to analyze seasonal trends?
RELATED INTERVIEW QUESTIONS
Explain how latent variable models work in data analytics.
What is the concept of feature extraction in computer vision?
How do you evaluate model robustness to different types of input data?
What are the best practices to ensure model interpretability and explainability?
How do you perform feature importance analysis for model interpretability?
What is the role of Natural Language Processing (NLP) in data analytics?
How would you implement a recommendation system for e-commerce websites?
How does ensemble learning work, and when should it be applied?
How do you analyze text data using sentiment analysis techniques?
How do support vector machines (SVM) work, and why are they used in classification problems?
How does deep reinforcement learning work, and where can it be applied in business analytics?
What are the challenges of data visualization, and how do you overcome them?
How do you use bootstrapping in model evaluation, and what are its advantages?
How do you identify and resolve data leakage in machine learning models?
What is Bagging in machine learning, and how does it reduce overfitting?
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