Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
How do support vector machines (SVM) work, and why are they used in classification problems?
RELATED INTERVIEW QUESTIONS
How do you optimize an ML model when the dataset is imbalanced?
How would you implement real-time data analytics for fraud detection?
What are the common types of clustering algorithms, and how do you choose between them?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
What is the role of data enrichment in data analytics, and how is it achieved?
How do you handle unstructured data in analytics models?
How do you apply nearest neighbor algorithms for recommendation systems?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
What is the difference between KNN and SVM in classification tasks?
How do you handle high-cardinality categorical features in machine learning models?
How do you use data augmentation to improve a deep learning model’s performance?
How would you implement a recommendation engine for movies using collaborative filtering?
How do you perform outlier detection using machine learning techniques?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
How does feature scaling improve the performance of gradient-based learning algorithms?
X