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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
RELATED INTERVIEW QUESTIONS
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?
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
What is the significance of data encryption in data privacy and analytics?
How would you handle seasonality in a time-series forecasting problem?
How do you deal with temporal dependencies in time-series forecasting?
Explain the difference between supervised and unsupervised learning with examples.
How would you handle noisy data when training a machine learning model?
What is the importance of model interpretability in real-world data analytics applications?
How do you implement feature selection techniques for high-dimensional data?
What are decision trees, and how are they used in classification tasks?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
What is the difference between KNN and SVM in classification tasks?
What are the ethical considerations when analyzing customer data in analytics?
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