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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
How do you use bootstrapping in model evaluation, and what are its advantages?
RELATED INTERVIEW QUESTIONS
What is the importance of data privacy in analytics, and how do you ensure compliance?
What is the difference between classification and regression problems in analytics?
What is Collaborative Filtering, and how is it used in building recommendation systems?
What is the difference between regression and classification models in machine learning?
Explain how you would approach feature engineering for a time-series dataset.
How do you analyze multi-class classification problems with machine learning?
How do you handle categorical data in machine learning models?
How do you deal with class imbalance in classification models?
How do you apply data smoothing techniques for time-series forecasting?
What is the importance of model interpretability in real-world data analytics applications?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What is dimensionality reduction, and how does it improve model performance?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
What is the role of unsupervised learning in data clustering?
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