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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is AdaBoost, and how does it improve the performance of weak learners?
RELATED INTERVIEW QUESTIONS
What are convex optimization techniques, and why are they important in machine learning?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What are LSTM networks, and how are they used in sequence prediction tasks?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What is the Kurtosis of a distribution, and how do you interpret it?
How do you implement feature selection techniques for high-dimensional data?
How do you optimize machine learning models for real-time decision-making?
What is the curse of dimensionality and how does it affect machine learning models?
What is tuning in machine learning, and how do you apply it to hyperparameters?
What are LSTM networks, and how do they handle sequential data?
What is time-series forecasting, and how do you handle seasonality in models?
What are the limitations of using random forests for classification tasks?
What is overfitting, and how can it be avoided using regularization techniques?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What are the differences between deep learning and ensemble methods in predictive analytics?
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