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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the difference between precision and accuracy in the context of classification problems?
RELATED INTERVIEW QUESTIONS
How does dimensionality reduction improve the performance of machine learning algorithms?
How would you perform data aggregation for summarizing large datasets?
How do you balance the trade-off between bias and variance in machine learning?
What is dimensionality reduction, and why is it important in data analytics?
How do you handle imbalanced datasets in classification models?
Explain the concept of Big Data and its challenges in the context of data analytics.
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
What is the difference between classification and regression problems in analytics?
How would you handle seasonality in a time-series forecasting problem?
How do you apply Shannon entropy in data analytics for feature selection?
How does ensemble learning work, and when should it be applied?
What are the advantages of using XGBoost over other machine learning algorithms?
How do you use data augmentation to improve a deep learning model’s performance?
Explain the concept of Markov Chains and its use in data modeling.
What is the F1-score in classification tasks, and why is it important?
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