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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 advantages of using deep learning over traditional machine learning in analytics?
RELATED INTERVIEW QUESTIONS
How do you handle outliers in time-series data?
What is the purpose of a ROC curve in model evaluation?
Explain the concept of bias-variance tradeoff in machine learning.
What are the benefits of using cloud analytics over on-premise solutions?
What are the advantages of using XGBoost over other machine learning algorithms?
How would you perform outlier detection using Isolation Forest?
How do you address skewed data distributions in machine learning models?
What is AdaBoost, and how does it improve the performance of weak learners?
What are the most important performance metrics for classification models?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
What is dimensionality reduction, and how does it improve model performance?
How do you select relevant features from a dataset to improve model accuracy?
What is data lineage, and how does it help in tracking data flow?
How do you handle a large dataset that does not fit into memory?
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