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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the types of biases in data analysis and how can they be minimized?
RELATED INTERVIEW QUESTIONS
How do you use time-series decomposition to analyze seasonal trends?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
How does deep reinforcement learning work, and where can it be applied in business analytics?
What are time-series cross-validation techniques, and how are they applied in forecasting?
What is time-series analysis, and what techniques do you use for it?
What is feature selection, and how does it impact the model’s performance?
How does feature scaling improve the performance of gradient-based learning algorithms?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What is the significance of A/B testing in optimizing data-driven decisions?
How do you evaluate model performance when the dataset is small and unbalanced?
How do you perform outlier detection in data analytics?
How do you optimize an ML model when the dataset is imbalanced?
What is XGBoost, and how does it differ from other boosting algorithms?
What are the differences between logistic regression and linear regression?
How do you optimize the hyperparameters of machine learning algorithms?
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