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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 decision trees, and how are they used in classification tasks?
RELATED INTERVIEW QUESTIONS
How do you implement a Markov Chain for predictive analytics in customer behavior?
What are the differences between logistic regression and linear regression?
Explain how an ensemble learning method like Random Forest improves model performance.
Explain the role of feature scaling in improving the performance of machine learning algorithms.
What are the key differences between supervised and unsupervised learning in data analytics?
What is time-series analysis, and what techniques do you use for it?
What is the difference between regression and classification models in machine learning?
How would you evaluate and select the best machine learning model for a specific use case?
What is the importance of data privacy in analytics, and how do you ensure compliance?
How do you handle multicollinearity in regression models?
What is the role of deep learning in modern analytics and business decision-making?
What is Collaborative Filtering, and how is it used in building recommendation systems?
What is transfer learning, and how is it useful in deep learning?
What are the common pitfalls when working with real-time data in analytics?
What is time-series forecasting, and how do you handle seasonality in models?
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