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
Explain the concept of model overfitting and how can it be mitigated.
RELATED INTERVIEW QUESTIONS
How would you perform real-time data analysis using Kafka and Spark?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
What is a confusion matrix, and how do you calculate its various metrics?
What are convex optimization techniques, and why are they important in machine learning?
How do you optimize machine learning models for real-time decision-making?
How would you evaluate model performance in an imbalanced dataset problem?
What are LSTM networks, and how do they handle sequential data?
How do you ensure that your analysis is unbiased when working with large datasets?
How do you perform outlier detection in data analytics?
How do you perform unsupervised learning for customer segmentation?
How do you analyze multi-class classification problems with machine learning?
Explain the concept of reinforcement learning and its applications in analytics.
How do you evaluate model robustness to different types of input data?
Explain the concept of Big Data and its challenges in the context of data analytics.
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
X
