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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the concept of Feature Extraction in computer vision analytics?
RELATED INTERVIEW QUESTIONS
What are the limitations of using random forests for classification tasks?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
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 importance of data privacy in analytics, and how do you ensure compliance?
What are the advantages of using deep learning over traditional machine learning in analytics?
How do you evaluate model stability and ensure it performs well over time?
How do you use SQL joins in data analytics to integrate data from multiple sources?
How do you decide whether to use a parametric or non-parametric statistical method?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
How does dimensionality reduction improve the performance of machine learning algorithms?
What is the difference between classification and regression problems in analytics?
How would you implement Text Classification using machine learning algorithms?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
What is the importance of using dropout in deep learning models?
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
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