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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How does dimensionality reduction improve the performance of machine learning algorithms?
RELATED INTERVIEW QUESTIONS
What is causal inference, and how does it differ from correlation analysis?
What is the role of Shannon entropy in feature selection?
How would you perform real-time data analysis using Kafka and Spark?
What is the bootstrap method, and how is it used for confidence interval estimation?
What are the major differences between SQL and NoSQL databases in data analytics?
What is the importance of model interpretability in real-world data analytics applications?
What is the significance of data encryption in data privacy and analytics?
Explain how backpropagation works in training neural networks.
How would you handle an imbalanced dataset in a classification problem?
How do you apply data smoothing techniques for time-series forecasting?
What are the advantages of support vector machines (SVM) in classification tasks?
How do you optimize model performance in an unsupervised learning task?
What is the role of Natural Language Processing (NLP) in data analytics?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
What are the best practices to ensure model interpretability and explainability?
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