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 is overfitting, and how can it be avoided using regularization techniques?
RELATED INTERVIEW QUESTIONS
How does ensemble learning work, and when should it be applied?
How would you perform data aggregation for summarizing large datasets?
What are data imputation techniques, and how are they used for handling missing data?
What is the difference between deterministic and stochastic models in analytics?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What is the Kurtosis of a distribution, and how do you interpret it?
What is data anonymization, and why is it essential in data analytics?
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 would you apply ensemble learning techniques for improving the accuracy of machine learning models?
How do you evaluate the stability of a clustering algorithm over different datasets?
How would you perform real-time data analysis using Kafka and Spark?
Explain the concept of model overfitting and how can it be mitigated.
How do you apply gradient descent in training deep neural networks?
What are the types of biases in data analysis and how can they be minimized?
How do you select relevant features from a dataset to improve model accuracy?
X
