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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What are the key differences between a decision tree and a random forest?
RELATED INTERVIEW QUESTIONS
What is the K-nearest neighbors algorithm, and when would you use it?
What are the limitations of using random forests for classification tasks?
What is the role of data governance in an organization’s analytics framework?
What are the best practices for analyzing real-time data streams?
Explain how backpropagation works in training neural networks.
What are the differences between logistic regression and linear regression?
What is multi-objective optimization, and how does it differ from single-objective optimization?
What is the significance of hyperparameter tuning in optimizing machine learning models?
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
How would you perform data aggregation for summarizing large datasets?
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What are the benefits of using cloud analytics over on-premise solutions?
How do you perform outlier detection using machine learning techniques?
What is the purpose of a ROC curve in model evaluation?
What is Boosting in machine learning, and how does it work?
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