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
How do you evaluate the effectiveness of an outlier detection model?
RELATED INTERVIEW QUESTIONS
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
What are decision trees, and how are they used in classification tasks?
How do you ensure that a machine learning model is interpretable for non-technical stakeholders?
Explain the concept of data wrangling and its importance in data analytics.
How would you evaluate model performance in an imbalanced dataset problem?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
What is the role of feature scaling in improving machine learning model accuracy?
What are autoencoders, and how are they used in unsupervised learning tasks?
What are LSTM networks, and how do they handle sequential data?
How would you optimize the performance of a recommendation system for personalized product suggestions?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
How do you evaluate the predictive accuracy of a machine learning model?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
What are active learning methods, and when would you apply them in data analytics?
X
