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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 support vector machines (SVM) work, and why are they used in classification problems?
RELATED INTERVIEW QUESTIONS
How do support vector machines (SVM) work, and why are they used in classification problems?
What are convex optimization techniques, and why are they important in machine learning?
How would you perform data aggregation for summarizing large datasets?
What is the difference between deterministic and stochastic models in analytics?
What are the types of biases in data analysis and how can they be minimized?
How do you measure the generalization error of a machine learning model?
What is feature selection, and how does it impact the model’s performance?
What is the significance of data encryption in data privacy and analytics?
What is the role of data normalization in machine learning?
How would you implement a recommendation engine for movies using collaborative filtering?
What is data normalization, and why is it important in machine learning?
How do you decide whether to use a parametric or non-parametric statistical method?
What are active learning methods, and when would you apply them in data analytics?
How do you handle textual data when working with machine learning models?
What are the major differences between SQL and NoSQL databases in data analytics?
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