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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is Collaborative Filtering, and how is it used in building recommendation systems?
RELATED INTERVIEW QUESTIONS
What are the advantages and disadvantages of using deep learning for structured data analysis?
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
What is the role of data imputation in handling missing data?
How would you measure the impact of an analytics model in a business setting?
How do you perform feature importance analysis for model interpretability?
What is the difference between regression and classification models in machine learning?
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What is a confusion matrix, and how do you calculate its various metrics?
How do you ensure that a machine learning model is interpretable for non-technical stakeholders?
How do you deal with large-scale, unstructured data in text analytics?
How do you identify and resolve data leakage in machine learning models?
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How does ensemble learning work, and when should it be applied?
How does the concept of cross-validation help prevent overfitting in machine learning models?
Explain the concept of data wrangling and its importance in data analytics.
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