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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the role of feature scaling in improving machine learning model accuracy?
RELATED INTERVIEW QUESTIONS
Explain the concept of hyperparameter tuning and its role in model optimization.
What are LSTM networks, and how are they used in sequence prediction tasks?
What are the main differences between batch processing and real-time processing in data analytics?
How do you handle high cardinality categorical features in machine learning models?
What is the confusion matrix, and how does it help evaluate classification models?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
How does the k-means clustering algorithm work and when should it be used?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
How would you apply cross-validation to avoid overfitting in a machine learning model?
How do you implement automated machine learning (AutoML) tools in your workflow?
What is the role of deep learning in modern analytics and business decision-making?
What are the key differences between supervised and unsupervised learning in data analytics?
What is the Kurtosis of a distribution, and how do you interpret it?
How do you evaluate the effectiveness of an outlier detection model?
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