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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 recurrent neural networks (RNNs), and how do they handle time-series data?
RELATED INTERVIEW QUESTIONS
What is the role of cloud computing in enabling data analytics at scale?
What is the bootstrap method, and how is it used for confidence interval estimation?
How do you implement feature selection techniques for high-dimensional data?
How would you perform real-time data analysis using Kafka and Spark?
What are some effective techniques for handling missing values in large datasets?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
Explain the difference between data mining and data analytics.
What is the difference between regression and classification models in machine learning?
Explain the concept of reinforcement learning and its applications in analytics.
What are gradient descent and its variants, and how are they used in machine learning?
How would you perform data aggregation for summarizing large datasets?
How do you handle a large dataset that does not fit into memory?
How do you apply data smoothing techniques for time-series forecasting?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
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