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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you handle high-dimensional data and reduce the risk of overfitting?
RELATED INTERVIEW QUESTIONS
How would you apply cross-validation to avoid overfitting in a machine learning model?
How do you evaluate the effectiveness of an outlier detection model?
What is the difference between random forests and decision trees?
What is the role of cloud computing in enabling data analytics at scale?
What is the role of visualization in data analysis, and which Python libraries would you use?
What is feature importance, and how do you evaluate it for machine learning models?
What is the difference between KNN and SVM in classification tasks?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
How do you perform root cause analysis using data analytics in business?
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What are LSTM networks, and how are they used in sequence prediction tasks?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What is the Kurtosis of a distribution, and how do you interpret it?
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