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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the curse of dimensionality and how does it affect machine learning models?
RELATED INTERVIEW QUESTIONS
What is Collaborative Filtering, and how is it used in building recommendation systems?
How do you apply data augmentation in deep learning for image processing?
How do you balance the trade-off between bias and variance in machine learning?
What are the best practices to ensure model interpretability and explainability?
What is ensemble learning, and why is it useful in machine learning?
How would you assess the performance of a machine learning model over time?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
How would you use cluster analysis for market segmentation?
What is the significance of hyperparameter tuning in optimizing machine learning models?
What is the K-nearest neighbors algorithm, and when would you use it?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What are LSTM networks, and how do they handle sequential data?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
How do you handle outliers in time-series data?
What is AdaBoost, and how does it improve the performance of weak learners?
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