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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you optimize the performance of an algorithm when the dataset size is enormous?
RELATED INTERVIEW QUESTIONS
What is the importance of hyperparameter tuning in machine learning models?
How would you handle seasonality in a time-series forecasting problem?
What is the role of visualization in data analysis, and which Python libraries would you use?
What is data lineage, and how does it help in tracking data flow?
What is stratified sampling, and when should it be used in machine learning?
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Explain the concept of a data pipeline and its components in an analytics workflow.
What is the role of data imputation in handling missing data?
What are deep learning and its key differences from traditional machine learning methods?
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Explain how data integrity is maintained in a multi-source data environment.
What are autoencoders, and how are they used in unsupervised learning tasks?
How do you apply nearest neighbor algorithms for recommendation systems?
Explain the concept of reinforcement learning and its applications in analytics.
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