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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is model drift, and how can it affect predictive analytics models?
RELATED INTERVIEW QUESTIONS
Explain how principal component analysis (PCA) works for dimensionality reduction.
How do you evaluate model stability and ensure it performs well over time?
What is the difference between classification and regression problems in machine learning?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
How would you evaluate the performance of a recommendation system?
How do you optimize the hyperparameters of machine learning algorithms?
Explain the concept of hyperparameter tuning and its role in model optimization.
Explain the concept of model overfitting and how can it be mitigated.
How do you ensure that your analysis is unbiased when working with large datasets?
How would you perform real-time data analysis using Kafka and Spark?
What are the challenges of working with unstructured data, and how can they be overcome?
Explain the difference between data mining and data analytics.
How do you evaluate the effectiveness of a recommendation system?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
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