Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
Javascript
HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the types of biases in data analysis and how can they be minimized?
RELATED INTERVIEW QUESTIONS
How do you evaluate the effectiveness of an outlier detection model?
What are the steps involved in building a recommendation system for e-commerce?
How do you apply Shannon entropy in data analytics for feature selection?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
What is the K-nearest neighbors algorithm, and when would you use it?
What is the bootstrap method, and how is it used for confidence interval estimation?
What is the importance of data privacy in analytics, and how do you ensure compliance?
How do you evaluate the effectiveness of a recommendation system?
How do you handle outliers in time-series data?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What are autoencoders, and how are they used in unsupervised learning tasks?
What is data leakage, and how can you prevent it in your analytics projects?
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
How do you deal with class imbalance in classification models?
Explain the concept of reinforcement learning and its applications in analytics.
X