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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 use SQL joins in data analytics to integrate data from multiple sources?
RELATED INTERVIEW QUESTIONS
Explain how backpropagation works in training neural networks.
How do you handle outliers in time-series data?
What is time-series analysis, and what techniques do you use for it?
What is Collaborative Filtering, and how is it used in building recommendation systems?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
What is Principal Component Analysis (PCA) used for in data reduction?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
How do you apply data augmentation in deep learning for image processing?
How do you deal with class imbalance in classification models?
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
How do support vector machines (SVM) work, and why are they used in classification problems?
What is the difference between batch processing and streaming in big data analytics?
What are the best practices for analyzing real-time data streams?
What is data integrity, and how is it maintained in a database?
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