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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you perform feature scaling, and what are its benefits in machine learning?
RELATED INTERVIEW QUESTIONS
How would you implement a recommendation system for e-commerce websites?
How do you use SQL joins in data analytics to integrate data from multiple sources?
How do you build a predictive model for sales forecasting in e-commerce?
What is the difference between segmentation and clustering in data analytics?
How do you select relevant features from a dataset to improve model accuracy?
What is the role of deep learning in modern analytics and business decision-making?
What are the different types of machine learning models used for predictive analytics?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is data streaming, and how is it used for real-time analytics?
What is the difference between batch processing and streaming in big data analytics?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
Explain the Naive Bayes algorithm and its application in data analytics.
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is the difference between deterministic and stochastic models in analytics?
How do you evaluate the predictive accuracy of a machine learning model?
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