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
What is linear programming, and how does it relate to data optimization problems?
RELATED INTERVIEW QUESTIONS
How do you handle a large dataset that does not fit into memory?
What is the difference between regression and classification models in machine learning?
How do you handle high-cardinality categorical features in machine learning models?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is data normalization, and why is it important in machine learning?
What is dimensionality reduction, and why is it important in data analytics?
What is the role of feature scaling in improving machine learning model accuracy?
What is the role of deep learning in modern analytics and business decision-making?
What are autoencoders, and how are they used in unsupervised learning tasks?
What are convolutional neural networks (CNN) used for in image recognition?
How do you apply nearest neighbor algorithms for recommendation systems?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
How do you decide whether to use a parametric or non-parametric statistical method?
What is the purpose of a ROC curve in model evaluation?
X