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HTML
CSS
Python
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Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is data normalization, and why is it important in machine learning?
RELATED INTERVIEW QUESTIONS
What is data lineage, and how does it help in tracking data flow?
What is the role of Natural Language Processing (NLP) in data analytics?
How do you prevent model bias in machine learning algorithms?
How do support vector machines (SVM) work, and why are they used in classification problems?
What is time-series analysis, and what techniques do you use for it?
Explain the concept of model overfitting and how can it be mitigated.
What are the types of biases in data analysis and how can they be minimized?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
What is deep learning and how is it used for image recognition?
What is the purpose of a ROC curve in model evaluation?
What is a confusion matrix, and how do you calculate its various metrics?
How would you perform real-time data analysis using Kafka and Spark?
What are the differences between logistic regression and linear regression?
How do you evaluate model performance when the dataset is small and unbalanced?
How do you evaluate the predictive accuracy of a machine learning model?
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