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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 correlation and causality?
RELATED INTERVIEW QUESTIONS
Explain how overfitting and underfitting affect the performance of a machine learning model.
How would you use cluster analysis for market segmentation?
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
How does feature scaling improve the convergence of gradient descent algorithms?
How would you perform real-time data analysis using Kafka and Spark?
What are the advantages of using deep learning over traditional machine learning in analytics?
How do you handle high-dimensional data and reduce the risk of overfitting?
How do you choose the best machine learning algorithm for a given dataset?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What is the role of data governance in an organization’s analytics framework?
Explain how data integrity is maintained in a multi-source data environment.
Explain the concept of model overfitting and how can it be mitigated.
What is time-series analysis, and what techniques do you use for it?
How do you select the best machine learning model for a given dataset?
How do you handle outliers in time-series data?
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