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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is the difference between segmentation and clustering in data analytics?
RELATED INTERVIEW QUESTIONS
What is the importance of using dropout in deep learning models?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
What is the significance of hypothesis testing in data analysis?
What is data streaming, and how is it used for real-time analytics?
How do support vector machines (SVM) work, and why are they used in classification problems?
How do you optimize machine learning models for real-time decision-making?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What are the limitations of using random forests for classification tasks?
What is time-series forecasting, and how do you handle seasonality in models?
Explain how backpropagation works in training neural networks.
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What is the role of visualization in data analysis, and which Python libraries would you use?
How do you ensure that your machine learning model generalizes well on unseen data?
How do you deal with skewed data in regression models?
How do you identify and resolve data leakage in machine learning models?
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