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
Explain the concept of hyperparameter tuning and its role in model optimization.
RELATED INTERVIEW QUESTIONS
How do you ensure reproducibility in your data analysis pipelines?
What are the challenges of working with unstructured data, and how can they be overcome?
How do you optimize an ML model when the dataset is imbalanced?
What are the common pitfalls when working with real-time data in analytics?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
How do you select the best machine learning model for a given dataset?
What is a confusion matrix, and how do you calculate its various metrics?
What is data streaming, and how is it used for real-time analytics?
How would you measure the impact of an analytics model in a business setting?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What are the advantages of using XGBoost over other machine learning algorithms?
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
What is the role of Natural Language Processing (NLP) in data analytics?
What is the significance of hypothesis testing in data analysis?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
X