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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you deal with multicollinearity in a regression analysis?
RELATED INTERVIEW QUESTIONS
Explain the role of feature scaling in improving the performance of machine learning algorithms.
What are the types of biases in data analysis and how can they be minimized?
How do you perform outlier detection in data analytics?
What are support vector machines (SVM) and how do they classify data?
Explain how you would deal with missing data in a large dataset.
What is the role of unsupervised learning in data clustering?
What is time-series forecasting, and how do you handle seasonality in models?
Explain the concept of ensemble learning and its applications in classification and regression problems.
How do you use SQL joins in data analytics to integrate data from multiple sources?
How would you implement real-time data analytics for fraud detection?
How do you perform dimensionality reduction, and why is it essential in machine learning?
What are some effective techniques for handling missing values in large datasets?
What is the importance of data privacy in analytics, and how do you ensure compliance?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
How do you use decision trees for feature selection in machine learning?
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