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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you apply data smoothing techniques for time-series forecasting?
RELATED INTERVIEW QUESTIONS
How do you evaluate model performance when the dataset is small and unbalanced?
How do you use SQL joins in data analytics to integrate data from multiple sources?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
Explain how you would deal with missing data in a large dataset.
What are active learning methods, and when would you apply them in data analytics?
Explain the difference between random forests and gradient boosting methods.
How would you evaluate model performance in an imbalanced dataset problem?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is data streaming, and how is it used for real-time analytics?
How do you apply nearest neighbor algorithms for recommendation systems?
What are the primary steps involved in preparing data for a machine learning model?
Explain the difference between data mining and data analytics.
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
What is the Kurtosis of a distribution, and how do you interpret it?
What is causal inference, and how does it differ from correlation analysis?
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