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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you perform root cause analysis using data analytics in business?
RELATED INTERVIEW QUESTIONS
What is the significance of the ROC-AUC score in evaluating classification models?
What are decision trees, and how are they used in classification tasks?
What is reinforcement learning, and where is it applied in business analytics?
What is the difference between precision and accuracy in the context of classification problems?
What are the best practices to ensure model interpretability and explainability?
How do you implement a Markov Chain for predictive analytics in customer behavior?
Explain the concept of model overfitting and how can it be mitigated.
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What is the role of Shannon entropy in feature selection?
What is time-series analysis, and what techniques do you use for it?
How do you calculate the precision, recall, and F1-score for a binary classification model?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
What is data lineage, and how does it help in tracking data flow?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
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