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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the challenges in analyzing big data, and how do you mitigate them?
RELATED INTERVIEW QUESTIONS
How do you use data augmentation to improve a deep learning model’s performance?
How does dimensionality reduction improve the performance of machine learning algorithms?
How do you apply data smoothing techniques for time-series forecasting?
What is the concept of Feature Extraction in computer vision analytics?
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
What is the difference between classification and regression problems in analytics?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
How do you handle missing data in large datasets using imputation techniques?
What is dimensionality reduction, and why is it important in data analytics?
How does the k-means clustering algorithm work and when should it be used?
How do you apply data augmentation in deep learning for image processing?
What is causal inference, and how does it differ from correlation analysis?
What are the differences between LSTM and GRU networks in deep learning?
How would you implement a recommendation system for e-commerce websites?
What is Collaborative Filtering, and how is it used in building recommendation systems?
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