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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 perform sentiment analysis on social media data?
RELATED INTERVIEW QUESTIONS
How do you use clustering for market segmentation in customer analytics?
Explain the concept of bias-variance tradeoff in machine learning.
How do you use SQL to perform data manipulation and aggregation in an analytics project?
What is the role of data imputation in handling missing data?
How do you evaluate model stability and ensure it performs well over time?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What are the types of biases in data analysis and how can they be minimized?
How do you evaluate model performance when the dataset is small and unbalanced?
What is multi-objective optimization, and how does it differ from single-objective optimization?
What are active learning methods, and when would you apply them in data analytics?
What is overfitting, and how can it be avoided using regularization techniques?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
How do you detect data imbalances in a classification problem and address them?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What are data imputation techniques, and how are they used for handling missing data?
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