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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are convex optimization techniques, and why are they important in machine learning?
RELATED INTERVIEW QUESTIONS
What are support vector machines (SVM) and how do they classify data?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
What is data anonymization, and why is it essential in data analytics?
How does ensemble learning work, and when should it be applied?
Explain the concept of model overfitting and how can it be mitigated.
What are the different types of machine learning models used for predictive analytics?
What are the differences between LSTM and GRU networks in deep learning?
Explain how hyperparameter optimization improves machine learning model performance.
How do you evaluate model performance when the dataset is small and unbalanced?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
How do you implement supervised learning for predictive modeling in healthcare analytics?
How do you handle a large dataset that does not fit into memory?
How do you select the best machine learning model for a given dataset?
How do you handle outliers in time-series data?
What is the difference between a data pipeline and an ETL pipeline in terms of analytics?
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