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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 decide whether to use a parametric or non-parametric statistical method?
RELATED INTERVIEW QUESTIONS
How do you detect data imbalances in a classification problem and address them?
What is the importance of model interpretability in real-world data analytics applications?
What is gradient boosting and why is it more effective than traditional decision trees?
Explain the Naive Bayes algorithm and its application in data analytics.
How does deep reinforcement learning work, and where can it be applied in business analytics?
How do you ensure that your machine learning model generalizes well on unseen data?
How would you perform outlier detection using Isolation Forest?
How do you use time-series decomposition to analyze seasonal trends?
How do you handle and process categorical data in machine learning algorithms?
How would you evaluate model performance in an imbalanced dataset problem?
What is the importance of data privacy in analytics, and how do you ensure compliance?
How would you optimize the performance of a recommendation system for personalized product suggestions?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
What is dimensionality reduction, and why is it important in data analytics?
What is the difference between deterministic and stochastic models in analytics?
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