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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the differences between bagging and boosting in ensemble methods?
RELATED INTERVIEW QUESTIONS
What is the importance of hyperparameter tuning in machine learning models?
How do you evaluate model performance when the dataset is small and unbalanced?
What is the importance of model interpretability in real-world data analytics applications?
How do you implement supervised learning for predictive modeling in healthcare analytics?
What is the importance of data privacy in analytics, and how do you ensure compliance?
What are the types of biases in data analysis and how can they be minimized?
What is a confusion matrix, and how do you calculate its various metrics?
What is data integrity, and how is it maintained in a database?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What is the difference between batch normalization and layer normalization in deep learning?
What is the role of Natural Language Processing (NLP) in data analytics?
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 advantages of using convolutional neural networks (CNN) in image analytics?
What is the significance of A/B testing in optimizing data-driven decisions?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
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