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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 different methods for handling missing data in datasets?
RELATED INTERVIEW QUESTIONS
How do you apply nearest neighbor algorithms for recommendation systems?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you perform sentiment analysis on social media data?
What is the role of Natural Language Processing (NLP) in data analytics?
How do you perform root cause analysis using data analytics in business?
What are the differences between deep learning and ensemble methods in predictive analytics?
What is the F1-score in classification tasks, and why is it important?
What is the accuracy paradox and how does it affect model evaluation?
Explain the concept of Big Data and its challenges in the context of data analytics.
How do you perform feature engineering in time-series data?
What are the benefits of using cloud analytics over on-premise solutions?
How do you handle missing data in large datasets using imputation techniques?
What is the importance of data cleaning in data analytics, and what techniques would you use?
How do you handle imbalanced datasets in classification models?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
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