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 ensure that your machine learning model generalizes well on unseen data?
RELATED INTERVIEW QUESTIONS
How do you evaluate model robustness to different types of input data?
What is the role of unsupervised learning in data clustering?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How do you use bootstrapping in model evaluation, and what are its advantages?
What are the advantages of using deep learning over traditional machine learning in analytics?
What is the difference between parametric and non-parametric tests in hypothesis testing?
How do you address skewed data distributions in machine learning models?
What is the importance of data preprocessing in machine learning, and what steps are involved?
What is the difference between batch normalization and layer normalization in deep learning?
What is reinforcement learning, and where is it applied in business analytics?
What is the bootstrap method, and how is it used for confidence interval estimation?
How do you select relevant features from a dataset to improve model accuracy?
How do you implement automated machine learning (AutoML) tools in your workflow?
What is data anonymization, and why is it essential in data analytics?
What are the limitations of using random forests for classification tasks?
X
