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 the concept of a confusion matrix, and how do you interpret its results in classification models?
RELATED INTERVIEW QUESTIONS
How does the concept of cross-validation help prevent overfitting in machine learning models?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
What is feature importance, and how do you evaluate it for machine learning models?
Explain the role of backpropagation in training neural networks.
How do you select relevant features from a dataset to improve model accuracy?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
What are the differences between Ridge and Lasso regression?
What are the primary steps involved in preparing data for a machine learning model?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What is AdaBoost, and how does it improve the performance of weak learners?
What is time-series forecasting, and how do you handle seasonality in models?
Explain the concept of data wrangling and its importance in data analytics.
How do you optimize the performance of an algorithm when the dataset size is enormous?
How do you use decision trees for feature selection in machine learning?
How do support vector machines (SVM) work, and why are they used in classification problems?
X
