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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How would you evaluate and select the best machine learning model for a specific use case?
RELATED INTERVIEW QUESTIONS
Explain the concept of ensemble learning and its applications in classification and regression problems.
How does feature scaling improve the convergence of gradient descent algorithms?
How does bootstrapping improve model accuracy in statistical analysis?
Explain how principal component analysis (PCA) works for dimensionality reduction.
What is linear programming, and how does it relate to data optimization problems?
What is the ROC-AUC curve, and how do you interpret it?
How do you implement a Markov Chain for predictive analytics in customer behavior?
Explain the Naive Bayes algorithm and its application in data analytics.
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What are the main differences between batch processing and real-time processing in data analytics?
What are semantic networks, and how are they used in knowledge extraction from text?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
What are the key differences between machine learning and deep learning models?
What is tuning in machine learning, and how do you apply it to hyperparameters?
What is Boosting in machine learning, and how does it work?
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