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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is the role of data imputation in handling missing data?
RELATED INTERVIEW QUESTIONS
What is the importance of data cleaning in data analytics, and what techniques would you use?
How would you perform real-time data analysis using Kafka and Spark?
What is the role of feature scaling in improving machine learning model accuracy?
What is the learning rate in deep learning, and how do you optimize it?
How do you perform feature importance analysis for model interpretability?
How do you handle imbalanced datasets in classification models?
What is the importance of model validation and how do you perform it in practice?
What is Principal Component Analysis (PCA) used for in data reduction?
How do you optimize model performance in an unsupervised learning task?
What is tuning in machine learning, and how do you apply it to hyperparameters?
What are LSTM networks, and how do they handle sequential data?
What are LSTM networks, and how are they used in sequence prediction tasks?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is the Kurtosis of a distribution, and how do you interpret it?
How do you select relevant features from a dataset to improve model accuracy?
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