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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the curse of dimensionality and how does it affect machine learning models?
RELATED INTERVIEW QUESTIONS
Explain the importance of hyperparameter tuning in improving machine learning models.
What are semantic networks, and how are they used in knowledge extraction from text?
What are active learning methods, and when would you apply them in data analytics?
How do you implement automated machine learning (AutoML) tools in your workflow?
What are the types of biases in data analysis and how can they be minimized?
What is the role of data enrichment in data analytics, and how is it achieved?
What is XGBoost, and how does it differ from other boosting algorithms?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
What is the importance of data preprocessing in machine learning, and what steps are involved?
What is feature selection, and how does it impact the model’s performance?
How do you evaluate the stability of a clustering algorithm over different datasets?
How would you assess the performance of a machine learning model over time?
Explain the concept of a precision-recall curve and when to use it.
How do you deal with class imbalance in classification models?
What are the ethical considerations when analyzing customer data in analytics?
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