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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the role of decision trees in building interpretable machine learning models?
RELATED INTERVIEW QUESTIONS
How does deep reinforcement learning work, and where can it be applied in business analytics?
What are the differences between LSTM and GRU networks in deep learning?
What are the differences between Ridge and Lasso regression?
What is Boosting in machine learning, and how does it work?
How do you implement a Markov Chain for predictive analytics in customer behavior?
What is the difference between classification and regression problems in analytics?
How do support vector machines (SVM) work, and why are they used in classification problems?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
What is feature selection, and how does it impact the model’s performance?
What is the curse of dimensionality and how does it affect machine learning models?
How do you handle multicollinearity in regression models?
Explain how data integrity is maintained in a multi-source data environment.
How do you select the best machine learning model for a given dataset?
Explain the concept of a data pipeline and its components in an analytics workflow.
How would you perform outlier detection using Isolation Forest?
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