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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are gradient descent and its variants, and how are they used in machine learning?
RELATED INTERVIEW QUESTIONS
How would you measure the impact of an analytics model in a business setting?
How do you evaluate model stability and ensure it performs well over time?
How would you perform data aggregation for summarizing large datasets?
What are decision trees, and how are they used in classification tasks?
Explain the concept of Markov Chains and its use in data modeling.
How do you detect data imbalances in a classification problem and address them?
What is the difference between KNN and SVM in classification tasks?
How do you use SQL to perform data manipulation and aggregation in an analytics project?
What are the best practices to ensure model interpretability and explainability?
What is the role of cloud computing in enabling data analytics at scale?
What is the importance of heteroscedasticity in regression models?
What is deep learning and how is it used for image recognition?
How do you address skewed data distributions in machine learning models?
What are the different types of feature engineering methods and how do they impact model performance?
How would you apply cross-validation techniques in a deep learning model?
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