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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 key differences between a decision tree and a random forest?
RELATED INTERVIEW QUESTIONS
What is Collaborative Filtering, and how is it used in building recommendation systems?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
How do you evaluate model performance when the dataset is small and unbalanced?
How do you identify and resolve data leakage in machine learning models?
What is the difference between parametric and non-parametric tests in hypothesis testing?
How do you measure the generalization error of a machine learning model?
What are the challenges of data visualization, and how do you overcome them?
How would you handle an imbalanced dataset in a classification problem?
How would you visualize high-dimensional data using dimensionality reduction techniques?
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How do you handle outliers in time-series data?
What are the limitations of using random forests for classification tasks?
What is the difference between batch processing and streaming in big data analytics?
How do you use bootstrapping in model evaluation, and what are its advantages?
How do you ensure that a machine learning model is interpretable for non-technical stakeholders?
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