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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the concept of Feature Extraction in computer vision analytics?
RELATED INTERVIEW QUESTIONS
What is the importance of hyperparameter tuning in machine learning models?
What are the advantages of using XGBoost over other machine learning algorithms?
What are decision trees, and how are they used in classification tasks?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
How do you perform root cause analysis using data analytics in business?
What are convex optimization techniques, and why are they important in machine learning?
How would you implement a recommendation engine for movies using collaborative filtering?
What is Boosting in machine learning, and how does it work?
What are the challenges of data visualization, and how do you overcome them?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How does regularization help to reduce overfitting in machine learning models?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is the importance of data preprocessing in machine learning, and what steps are involved?
What is data leakage, and how can you prevent it in your analytics projects?
What are LSTM networks, and how do they handle sequential data?
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