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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 handle unstructured data in analytics models?
RELATED INTERVIEW QUESTIONS
How do you deal with class imbalance in classification models?
Explain how latent variable models work in data analytics.
What is the difference between parametric and non-parametric tests in hypothesis testing?
What is the concept of Feature Extraction in computer vision analytics?
What are the different methods for handling missing data in datasets?
Explain how hyperparameter optimization improves machine learning model performance.
What is the difference between KNN and SVM in classification tasks?
How do you optimize machine learning models for real-time decision-making?
How do you perform outlier detection in data analytics?
What are the challenges in analyzing big data, and how do you mitigate them?
How do you apply data smoothing techniques for time-series forecasting?
What are the differences between logistic regression and linear regression?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
How would you perform data aggregation for summarizing large datasets?
How do you perform unsupervised learning for customer segmentation?
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