Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How would you implement a recommendation system for e-commerce websites?
RELATED INTERVIEW QUESTIONS
How do you assess model accuracy when working with time-series data?
What is data leakage, and how can you prevent it in your analytics projects?
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
What is the role of feature scaling in improving machine learning model accuracy?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What are autoencoders, and how are they used in unsupervised learning tasks?
What is the K-nearest neighbors algorithm, and when would you use it?
Explain the concept of Markov Chains and its use in data modeling.
What are active learning methods, and when would you apply them in data analytics?
How do you handle missing data in large datasets using imputation techniques?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
What is the role of Natural Language Processing (NLP) in data analytics?
How do you handle high-cardinality categorical features in machine learning models?
What is the difference between batch normalization and layer normalization in deep learning?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
X