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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is multi-objective optimization, and how does it differ from single-objective optimization?
RELATED INTERVIEW QUESTIONS
How do you deal with class imbalance in classification models?
What are the types of biases in data analysis and how can they be minimized?
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
What is regression analysis, and how do you apply it in business analytics?
What are the challenges of working with unstructured data, and how can they be overcome?
What is the role of visualization in data analysis, and which Python libraries would you use?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
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 Boosting in machine learning, and how does it work?
What is Collaborative Filtering, and how is it used in building recommendation systems?
How would you use cluster analysis for market segmentation?
How do you handle high-velocity data in real-time analytics applications?
What are autoencoders, and how are they used in unsupervised learning tasks?
What is the importance of data cleaning in data analytics, and what techniques would you use?
Explain the difference between supervised and unsupervised learning with examples.
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