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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 autoencoders, and how are they used in unsupervised learning tasks?
RELATED INTERVIEW QUESTIONS
What is the significance of A/B testing in optimizing data-driven decisions?
What is the difference between batch processing and streaming in big data analytics?
What are the types of biases in data analysis and how can they be minimized?
How do you perform feature engineering in time-series data?
What is time-series analysis, and what techniques do you use for it?
How would you evaluate model performance in an imbalanced dataset problem?
What is the confusion matrix, and how does it help evaluate classification models?
What are the key differences between supervised and unsupervised learning in data analytics?
How do you use clustering for market segmentation in customer analytics?
What is feature importance, and how do you evaluate it for machine learning models?
What is the significance of hypothesis testing in data analysis?
How do you optimize the hyperparameters of machine learning algorithms?
What is the role of unsupervised learning in data clustering?
How do you handle imbalanced datasets in classification models?
What are the challenges of data visualization, and how do you overcome them?
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