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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the advantages of support vector machines (SVM) in classification tasks?
RELATED INTERVIEW QUESTIONS
How do you handle outliers in time-series data?
Explain how principal component analysis (PCA) works for dimensionality reduction.
How do you handle multicollinearity in regression models?
What is the bootstrap method, and how is it used for confidence interval estimation?
How do you prevent model bias in machine learning algorithms?
How would you perform outlier detection using Isolation Forest?
Explain how an ensemble learning method like Random Forest improves model performance.
Explain the concept of data wrangling and its importance in data analytics.
What is the role of unsupervised learning in anomaly detection?
What is tuning in machine learning, and how do you apply it to hyperparameters?
What is the curse of dimensionality, and how does it impact data analysis?
How do you handle high-dimensional data and reduce the risk of overfitting?
How do you perform feature engineering in time-series data?
What is data normalization, and why is it important in machine learning?
How do you analyze multi-class classification problems with machine learning?
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