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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the F1-score in classification tasks, and why is it important?
RELATED INTERVIEW QUESTIONS
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is the importance of data privacy in analytics, and how do you ensure compliance?
What are the common types of clustering algorithms, and how do you choose between them?
Explain the concept of reinforcement learning and its applications in analytics.
How does data governance ensure the quality and security of your analytics outputs?
What is the difference between batch normalization and layer normalization in deep learning?
How does feature scaling improve the convergence of gradient descent algorithms?
How do you apply Shannon entropy in data analytics for feature selection?
What is XGBoost, and how does it differ from other boosting algorithms?
What is regression analysis, and how do you apply it in business analytics?
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
Explain the concept of hyperparameter tuning and its role in model optimization.
What are the most important performance metrics for classification models?
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