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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you optimize an ML model when the dataset is imbalanced?
RELATED INTERVIEW QUESTIONS
What is the role of data imputation in handling missing data?
How do you implement a Markov Chain for predictive analytics in customer behavior?
Explain the difference between supervised and unsupervised learning with examples.
How do you optimize machine learning models for real-time decision-making?
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
What is the difference between deterministic and stochastic models in analytics?
What is time-series analysis, and what techniques do you use for it?
How would you implement Text Classification using machine learning algorithms?
What are the main differences between batch processing and real-time processing in data analytics?
How do you perform feature scaling, and what are its benefits in machine learning?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What is AdaBoost, and how does it improve the performance of weak learners?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What is the difference between correlation and causality?
How do you select relevant features from a dataset to improve model accuracy?
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